algoritma penjadwalan dengan php dibuat untuk mendapatkan suatu nilai solusi optimal terhadap permasalahan jadwal yang mempunyai banyak kemungkinan solusi. daya tarik algoritma genetika terletak pada kesederhanaan dan pada kemampuan untukmencari solusi yang baik.
koding : FITNESS TERBAIK: 0.5
GENERASI: 25 CROMOSSOM TERBAIK: crommosom[0]: ([0,0,30],[1,0,31],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,1,21],[11,5,35],[12,4,1],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,5,2],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,2,7],[29,2,29])
Generasi ke-1
crommosom[0]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,3,12],[24,1,1],[25,1,6],[26,1,26],[27,5,0],[28,2,7],[29,2,29]) crommosom[1]: ([0,5,25],[1,5,21],[2,0,6],[3,0,9],[4,5,35],[5,2,18],[6,4,24],[7,2,33],[8,0,19],[9,2,15],[10,3,6],[11,2,2],[12,4,14],[13,0,22],[14,4,26],[15,0,23],[16,2,2],[17,1,17],[18,1,14],[19,4,5],[20,2,4],[21,4,7],[22,4,1],[23,0,33],[24,3,17],[25,2,8],[26,4,27],[27,1,13],[28,0,12],[29,5,34]) crommosom[2]: ([0,0,2],[1,3,19],[2,0,31],[3,0,13],[4,1,28],[5,3,24],[6,5,6],[7,5,25],[8,1,0],[9,3,28],[10,3,35],[11,0,7],[12,4,12],[13,3,32],[14,4,20],[15,5,27],[16,3,17],[17,1,27],[18,2,11],[19,0,22],[20,0,22],[21,1,0],[22,4,7],[23,4,0],[24,1,13],[25,4,26],[26,2,31],[27,5,3],[28,1,18],[29,5,32]) crommosom[3]: ([0,0,30],[1,3,26],[2,2,34],[3,2,25],[4,1,22],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,4,30],[12,4,26],[13,5,33],[14,1,33],[15,5,12],[16,4,17],[17,0,4],[18,2,21],[19,5,26],[20,1,6],[21,0,16],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,0,19]) crommosom[4]: ([0,5,28],[1,0,20],[2,1,35],[3,2,17],[4,1,14],[5,5,23],[6,3,27],[7,3,28],[8,3,5],[9,0,26],[10,1,15],[11,5,15],[12,1,32],[13,2,19],[14,0,31],[15,2,1],[16,3,17],[17,3,31],[18,2,34],[19,2,25],[20,2,11],[21,2,33],[22,0,34],[23,4,22],[24,0,30],[25,2,10],[26,1,9],[27,4,16],[28,0,5],[29,5,9]) crommosom[5]: ([0,0,28],[1,5,29],[2,2,12],[3,1,23],[4,3,9],[5,5,23],[6,0,15],[7,1,30],[8,0,20],[9,3,1],[10,5,32],[11,5,27],[12,3,27],[13,2,7],[14,2,17],[15,5,19],[16,1,29],[17,2,27],[18,0,20],[19,2,26],[20,5,11],[21,2,31],[22,4,25],[23,4,29],[24,1,9],[25,5,9],[26,0,26],[27,0,23],[28,2,17],[29,5,31]) crommosom[6]: ([0,5,3],[1,5,15],[2,4,18],[3,4,24],[4,0,30],[5,4,8],[6,3,0],[7,0,21],[8,5,12],[9,0,24],[10,5,14],[11,1,1],[12,5,2],[13,4,12],[14,0,19],[15,4,2],[16,3,23],[17,3,13],[18,1,8],[19,0,10],[20,0,27],[21,3,23],[22,4,22],[23,1,24],[24,5,14],[25,2,30],[26,4,21],[27,5,24],[28,4,22],[29,0,28]) crommosom[7]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,1,11],[7,0,11],[8,1,30],[9,5,14],[10,4,10],[11,4,35],[12,3,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,1,25],[19,5,3],[20,3,28],[21,1,30],[22,0,16],[23,0,15],[24,1,3],[25,4,35],[26,2,18],[27,5,35],[28,5,14],[29,4,16]) crommosom[8]: ([0,5,29],[1,2,9],[2,3,28],[3,0,29],[4,2,14],[5,3,7],[6,4,34],[7,0,18],[8,3,29],[9,1,33],[10,0,6],[11,1,8],[12,5,8],[13,5,13],[14,4,27],[15,1,23],[16,3,24],[17,5,8],[18,2,33],[19,0,30],[20,2,21],[21,0,2],[22,3,5],[23,3,7],[24,5,32],[25,0,1],[26,0,11],[27,1,34],[28,3,5],[29,2,8]) crommosom[9]: ([0,5,21],[1,5,17],[2,1,29],[3,4,28],[4,4,27],[5,3,3],[6,2,25],[7,0,32],[8,5,26],[9,0,28],[10,3,8],[11,5,25],[12,3,3],[13,4,4],[14,1,0],[15,2,6],[16,3,10],[17,4,33],[18,0,14],[19,4,30],[20,1,13],[21,5,20],[22,0,3],[23,2,32],[24,4,20],[25,4,16],[26,4,19],[27,1,14],[28,3,30],[29,3,33]) fitness[0]: 1/(1+0+3+0) = 0.25 fitness[1]: 1/(1+2+3+2) = 0.125 fitness[2]: 1/(1+3+2+3) = 0.111111111111 fitness[3]: 1/(1+1+4+3) = 0.111111111111 fitness[4]: 1/(1+2+2+5) = 0.1 fitness[5]: 1/(1+3+2+6) = 0.0833333333333 fitness[6]: 1/(1+1+7+4) = 0.0769230769231 fitness[7]: 1/(1+1+6+5) = 0.0769230769231 fitness[8]: 1/(1+2+9+5) = 0.0588235294118 fitness[9]: 1/(1+4+5+7) = 0.0588235294118Seleksi generasi ke-1
fitness_cumulation[0] : 0.25 fitness_cumulation[1] : 0.375 fitness_cumulation[2] : 0.486111111111 fitness_cumulation[3] : 0.597222222222 fitness_cumulation[4] : 0.697222222222 fitness_cumulation[5] : 0.780555555556 fitness_cumulation[6] : 0.857478632479 fitness_cumulation[7] : 0.934401709402 fitness_cumulation[8] : 0.993225238813 fitness_cumulation[9] : 1.05204876823 pointer[0]: 0.0303326842385 + 0 * 0.105204876823 = 0.0303326842385 pointer[1]: 0.0303326842385 + 1 * 0.105204876823 = 0.135537561061 pointer[2]: 0.0303326842385 + 2 * 0.105204876823 = 0.240742437884 pointer[3]: 0.0303326842385 + 3 * 0.105204876823 = 0.345947314706 pointer[4]: 0.0303326842385 + 4 * 0.105204876823 = 0.451152191529 pointer[5]: 0.0303326842385 + 5 * 0.105204876823 = 0.556357068351 pointer[6]: 0.0303326842385 + 6 * 0.105204876823 = 0.661561945174 pointer[7]: 0.0303326842385 + 7 * 0.105204876823 = 0.766766821996 pointer[8]: 0.0303326842385 + 8 * 0.105204876823 = 0.871971698819 pointer[9]: 0.0303326842385 + 9 * 0.105204876823 = 0.977176575641 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[0] selected_crommosom[3] = Crommosom[1] selected_crommosom[4] = Crommosom[2] selected_crommosom[5] = Crommosom[3] selected_crommosom[6] = Crommosom[4] selected_crommosom[7] = Crommosom[5] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[8] crommosom[0]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,3,12],[24,1,1],[25,1,6],[26,1,26],[27,5,0],[28,2,7],[29,2,29]) crommosom[1]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,3,12],[24,1,1],[25,1,6],[26,1,26],[27,5,0],[28,2,7],[29,2,29]) crommosom[2]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,3,12],[24,1,1],[25,1,6],[26,1,26],[27,5,0],[28,2,7],[29,2,29]) crommosom[3]: ([0,5,25],[1,5,21],[2,0,6],[3,0,9],[4,5,35],[5,2,18],[6,4,24],[7,2,33],[8,0,19],[9,2,15],[10,3,6],[11,2,2],[12,4,14],[13,0,22],[14,4,26],[15,0,23],[16,2,2],[17,1,17],[18,1,14],[19,4,5],[20,2,4],[21,4,7],[22,4,1],[23,0,33],[24,3,17],[25,2,8],[26,4,27],[27,1,13],[28,0,12],[29,5,34]) crommosom[4]: ([0,0,2],[1,3,19],[2,0,31],[3,0,13],[4,1,28],[5,3,24],[6,5,6],[7,5,25],[8,1,0],[9,3,28],[10,3,35],[11,0,7],[12,4,12],[13,3,32],[14,4,20],[15,5,27],[16,3,17],[17,1,27],[18,2,11],[19,0,22],[20,0,22],[21,1,0],[22,4,7],[23,4,0],[24,1,13],[25,4,26],[26,2,31],[27,5,3],[28,1,18],[29,5,32]) crommosom[5]: ([0,0,30],[1,3,26],[2,2,34],[3,2,25],[4,1,22],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,4,30],[12,4,26],[13,5,33],[14,1,33],[15,5,12],[16,4,17],[17,0,4],[18,2,21],[19,5,26],[20,1,6],[21,0,16],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,0,19]) crommosom[6]: ([0,5,28],[1,0,20],[2,1,35],[3,2,17],[4,1,14],[5,5,23],[6,3,27],[7,3,28],[8,3,5],[9,0,26],[10,1,15],[11,5,15],[12,1,32],[13,2,19],[14,0,31],[15,2,1],[16,3,17],[17,3,31],[18,2,34],[19,2,25],[20,2,11],[21,2,33],[22,0,34],[23,4,22],[24,0,30],[25,2,10],[26,1,9],[27,4,16],[28,0,5],[29,5,9]) crommosom[7]: ([0,0,28],[1,5,29],[2,2,12],[3,1,23],[4,3,9],[5,5,23],[6,0,15],[7,1,30],[8,0,20],[9,3,1],[10,5,32],[11,5,27],[12,3,27],[13,2,7],[14,2,17],[15,5,19],[16,1,29],[17,2,27],[18,0,20],[19,2,26],[20,5,11],[21,2,31],[22,4,25],[23,4,29],[24,1,9],[25,5,9],[26,0,26],[27,0,23],[28,2,17],[29,5,31]) crommosom[8]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,1,11],[7,0,11],[8,1,30],[9,5,14],[10,4,10],[11,4,35],[12,3,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,1,25],[19,5,3],[20,3,28],[21,1,30],[22,0,16],[23,0,15],[24,1,3],[25,4,35],[26,2,18],[27,5,35],[28,5,14],[29,4,16]) crommosom[9]: ([0,5,29],[1,2,9],[2,3,28],[3,0,29],[4,2,14],[5,3,7],[6,4,34],[7,0,18],[8,3,29],[9,1,33],[10,0,6],[11,1,8],[12,5,8],[13,5,13],[14,4,27],[15,1,23],[16,3,24],[17,5,8],[18,2,33],[19,0,30],[20,2,21],[21,0,2],[22,3,5],[23,3,7],[24,5,32],[25,0,1],[26,0,11],[27,1,34],[28,3,5],[29,2,8]) fitness[0]: 1/(1+0+3+0) = 0.25 fitness[1]: 1/(1+0+3+0) = 0.25 fitness[2]: 1/(1+0+3+0) = 0.25 fitness[3]: 1/(1+2+3+2) = 0.125 fitness[4]: 1/(1+3+2+3) = 0.111111111111 fitness[5]: 1/(1+1+4+3) = 0.111111111111 fitness[6]: 1/(1+2+2+5) = 0.1 fitness[7]: 1/(1+3+2+6) = 0.0833333333333 fitness[8]: 1/(1+1+6+5) = 0.0769230769231 fitness[9]: 1/(1+2+9+5) = 0.0588235294118Pindah silang generasi ke-1
parent[0] : 0 parent[1] : 1 parent[2] : 2 parent[3] : 3 parent[4] : 4 parent[5] : 5 parent[6] : 6 parent[7] : 7 parent[8] : 8 crommosom[0]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,3,12],[24,1,1],[25,1,6],[26,1,26],[27,5,0],[28,2,7],[29,2,29]) crommosom[1]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,3,12],[24,1,1],[25,1,6],[26,1,26],[27,5,0],[28,2,7],[29,2,29]) crommosom[2]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,3,12],[24,1,1],[25,1,6],[26,1,26],[27,1,13],[28,0,12],[29,5,34]) crommosom[3]: ([0,5,25],[1,5,21],[2,0,6],[3,0,9],[4,5,35],[5,2,18],[6,4,24],[7,2,33],[8,0,19],[9,2,15],[10,3,6],[11,2,2],[12,4,14],[13,0,22],[14,4,26],[15,0,23],[16,2,2],[17,1,17],[18,1,14],[19,4,5],[20,0,22],[21,1,0],[22,4,7],[23,4,0],[24,1,13],[25,4,26],[26,2,31],[27,5,3],[28,1,18],[29,5,32]) crommosom[4]: ([0,0,2],[1,3,19],[2,0,31],[3,0,13],[4,1,28],[5,3,24],[6,5,6],[7,5,25],[8,1,0],[9,3,28],[10,3,35],[11,0,7],[12,4,26],[13,5,33],[14,1,33],[15,5,12],[16,4,17],[17,0,4],[18,2,21],[19,5,26],[20,1,6],[21,0,16],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,0,19]) crommosom[5]: ([0,0,30],[1,3,26],[2,2,34],[3,2,25],[4,1,22],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,4,30],[12,4,26],[13,5,33],[14,1,33],[15,5,12],[16,4,17],[17,0,4],[18,2,21],[19,5,26],[20,1,6],[21,0,16],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[6]: ([0,5,28],[1,0,20],[2,1,35],[3,2,17],[4,1,14],[5,5,23],[6,3,27],[7,3,28],[8,3,5],[9,0,26],[10,1,15],[11,5,15],[12,1,32],[13,2,19],[14,0,31],[15,2,1],[16,3,17],[17,3,31],[18,2,34],[19,2,25],[20,2,11],[21,2,33],[22,0,34],[23,4,22],[24,1,9],[25,5,9],[26,0,26],[27,0,23],[28,2,17],[29,5,31]) crommosom[7]: ([0,0,28],[1,5,29],[2,2,12],[3,1,23],[4,3,9],[5,5,23],[6,0,15],[7,1,30],[8,0,20],[9,3,1],[10,5,32],[11,5,27],[12,3,27],[13,2,7],[14,2,17],[15,5,19],[16,1,29],[17,2,27],[18,0,20],[19,2,26],[20,5,11],[21,2,31],[22,4,25],[23,4,29],[24,1,9],[25,4,35],[26,2,18],[27,5,35],[28,5,14],[29,4,16]) crommosom[8]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,1,11],[7,0,11],[8,1,30],[9,5,14],[10,4,10],[11,4,35],[12,3,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,3,12],[24,1,1],[25,1,6],[26,1,26],[27,5,0],[28,2,7],[29,2,29]) crommosom[9]: ([0,5,29],[1,2,9],[2,3,28],[3,0,29],[4,2,14],[5,3,7],[6,4,34],[7,0,18],[8,3,29],[9,1,33],[10,0,6],[11,1,8],[12,5,8],[13,5,13],[14,4,27],[15,1,23],[16,3,24],[17,5,8],[18,2,33],[19,0,30],[20,2,21],[21,0,2],[22,3,5],[23,3,7],[24,5,32],[25,0,1],[26,0,11],[27,1,34],[28,3,5],[29,2,8]) fitness[0]: 1/(1+0+3+0) = 0.25 fitness[1]: 1/(1+0+3+0) = 0.25 fitness[2]: 1/(1+1+3+1) = 0.166666666667 fitness[3]: 1/(1+2+5+2) = 0.1 fitness[4]: 1/(1+1+3+2) = 0.142857142857 fitness[5]: 1/(1+1+4+2) = 0.125 fitness[6]: 1/(1+3+4+6) = 0.0714285714286 fitness[7]: 1/(1+2+3+5) = 0.0909090909091 fitness[8]: 1/(1+1+3+4) = 0.111111111111 fitness[9]: 1/(1+2+9+5) = 0.0588235294118Mutasi generasi ke-1
197 : [6, 16] 251 : [8, 10] 200 : [6, 19] 104 : [3, 13] 29 : [0, 28] 196 : [6, 15] 285 : [9, 14] 152 : [5, 1] 124 : [4, 3] 124 : [4, 3] 300 : [9, 29] 239 : [7, 28] 14 : [0, 13] 237 : [7, 26] 24 : [0, 23] 233 : [7, 22] 183 : [6, 2] 155 : [5, 4] 98 : [3, 7] 162 : [5, 11] 183 : [6, 2] 84 : [2, 23] 204 : [6, 23] 104 : [3, 13] 288 : [9, 17] 208 : [6, 27] 172 : [5, 21] 168 : [5, 17] 165 : [5, 14] 68 : [2, 7] 122 : [4, 1] 224 : [7, 13] 24 : [0, 23] 20 : [0, 19] 16 : [0, 15] 41 : [1, 10] 290 : [9, 19] 147 : [4, 26] 65 : [2, 4] 165 : [5, 14] 274 : [9, 3] 89 : [2, 28] 150 : [4, 29] 170 : [5, 19] 86 : [2, 25] 221 : [7, 10] 208 : [6, 27] 230 : [7, 19] 142 : [4, 21] 41 : [1, 10] 88 : [2, 27] 165 : [5, 14] 57 : [1, 26] 264 : [8, 23] 293 : [9, 22] 130 : [4, 9] 283 : [9, 12] 25 : [0, 24] 121 : [4, 0] 139 : [4, 18] 144 : [4, 23] 259 : [8, 18] 108 : [3, 17] 13 : [0, 12] 294 : [9, 23] 67 : [2, 6] 271 : [9, 0] 298 : [9, 27] 293 : [9, 22] 21 : [0, 20] 247 : [8, 6] 43 : [1, 12] 100 : [3, 9] 266 : [8, 25] 111 : [3, 20] crommosom[0]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,5,17],[13,3,24],[14,2,26],[15,2,16],[16,3,16],[17,4,28],[18,1,9],[19,2,25],[20,1,21],[21,4,34],[22,1,27],[23,0,2],[24,2,35],[25,1,6],[26,1,26],[27,5,0],[28,0,25],[29,2,29]) crommosom[1]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,3,0],[11,2,29],[12,3,26],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,3,12],[24,1,1],[25,1,6],[26,2,24],[27,5,0],[28,2,7],[29,2,29]) crommosom[2]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,4,23],[5,0,13],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,4,11],[24,1,1],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[3]: ([0,5,25],[1,5,21],[2,0,6],[3,0,9],[4,5,35],[5,2,18],[6,4,24],[7,3,24],[8,0,19],[9,5,28],[10,3,6],[11,2,2],[12,4,14],[13,3,35],[14,4,26],[15,0,23],[16,2,2],[17,0,19],[18,1,14],[19,4,5],[20,5,21],[21,1,0],[22,4,7],[23,4,0],[24,1,13],[25,4,26],[26,2,31],[27,5,3],[28,1,18],[29,5,32]) crommosom[4]: ([0,5,3],[1,0,13],[2,0,31],[3,3,2],[4,1,28],[5,3,24],[6,5,6],[7,5,25],[8,1,0],[9,5,24],[10,3,35],[11,0,7],[12,4,26],[13,5,33],[14,1,33],[15,5,12],[16,4,17],[17,0,4],[18,0,27],[19,5,26],[20,1,6],[21,0,2],[22,4,19],[23,1,11],[24,4,19],[25,4,6],[26,1,25],[27,0,4],[28,1,34],[29,1,24]) crommosom[5]: ([0,0,30],[1,0,29],[2,2,34],[3,2,25],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,3,26],[18,2,21],[19,1,3],[20,1,6],[21,0,18],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[6]: ([0,5,28],[1,0,20],[2,0,12],[3,2,17],[4,1,14],[5,5,23],[6,3,27],[7,3,28],[8,3,5],[9,0,26],[10,1,15],[11,5,15],[12,1,32],[13,2,19],[14,0,31],[15,0,29],[16,3,28],[17,3,31],[18,2,34],[19,1,26],[20,2,11],[21,2,33],[22,0,34],[23,5,35],[24,1,9],[25,5,9],[26,0,26],[27,2,4],[28,2,17],[29,5,31]) crommosom[7]: ([0,0,28],[1,5,29],[2,2,12],[3,1,23],[4,3,9],[5,5,23],[6,0,15],[7,1,30],[8,0,20],[9,3,1],[10,2,18],[11,5,27],[12,3,27],[13,2,7],[14,2,17],[15,5,19],[16,1,29],[17,2,27],[18,0,20],[19,5,11],[20,5,11],[21,2,31],[22,4,31],[23,4,29],[24,1,9],[25,4,35],[26,0,22],[27,5,35],[28,5,14],[29,4,16]) crommosom[8]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,4,9],[11,4,35],[12,3,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,5,0],[28,2,7],[29,2,29]) crommosom[9]: ([0,1,10],[1,2,9],[2,3,28],[3,2,9],[4,2,14],[5,3,7],[6,4,34],[7,0,18],[8,3,29],[9,1,33],[10,0,6],[11,1,8],[12,3,3],[13,5,13],[14,0,32],[15,1,23],[16,3,24],[17,4,2],[18,2,33],[19,3,2],[20,2,21],[21,0,2],[22,4,20],[23,5,25],[24,5,32],[25,0,1],[26,0,11],[27,2,25],[28,3,5],[29,0,24]) fitness[0]: 1/(1+1+4+4) = 0.1 fitness[1]: 1/(1+1+4+2) = 0.125 fitness[2]: 1/(1+0+3+0) = 0.25 fitness[3]: 1/(1+2+5+2) = 0.1 fitness[4]: 1/(1+2+3+2) = 0.125 fitness[5]: 1/(1+0+2+2) = 0.2 fitness[6]: 1/(1+4+6+7) = 0.0555555555556 fitness[7]: 1/(1+4+3+6) = 0.0714285714286 fitness[8]: 1/(1+1+3+2) = 0.142857142857 fitness[9]: 1/(1+0+3+3) = 0.142857142857Generasi ke-2
crommosom[0]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,4,23],[5,0,13],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,4,11],[24,1,1],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[1]: ([0,0,30],[1,0,29],[2,2,34],[3,2,25],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,3,26],[18,2,21],[19,1,3],[20,1,6],[21,0,18],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[2]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,4,9],[11,4,35],[12,3,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,5,0],[28,2,7],[29,2,29]) crommosom[3]: ([0,1,10],[1,2,9],[2,3,28],[3,2,9],[4,2,14],[5,3,7],[6,4,34],[7,0,18],[8,3,29],[9,1,33],[10,0,6],[11,1,8],[12,3,3],[13,5,13],[14,0,32],[15,1,23],[16,3,24],[17,4,2],[18,2,33],[19,3,2],[20,2,21],[21,0,2],[22,4,20],[23,5,25],[24,5,32],[25,0,1],[26,0,11],[27,2,25],[28,3,5],[29,0,24]) crommosom[4]: ([0,5,3],[1,0,13],[2,0,31],[3,3,2],[4,1,28],[5,3,24],[6,5,6],[7,5,25],[8,1,0],[9,5,24],[10,3,35],[11,0,7],[12,4,26],[13,5,33],[14,1,33],[15,5,12],[16,4,17],[17,0,4],[18,0,27],[19,5,26],[20,1,6],[21,0,2],[22,4,19],[23,1,11],[24,4,19],[25,4,6],[26,1,25],[27,0,4],[28,1,34],[29,1,24]) crommosom[5]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,3,0],[11,2,29],[12,3,26],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,3,12],[24,1,1],[25,1,6],[26,2,24],[27,5,0],[28,2,7],[29,2,29]) crommosom[6]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,5,17],[13,3,24],[14,2,26],[15,2,16],[16,3,16],[17,4,28],[18,1,9],[19,2,25],[20,1,21],[21,4,34],[22,1,27],[23,0,2],[24,2,35],[25,1,6],[26,1,26],[27,5,0],[28,0,25],[29,2,29]) crommosom[7]: ([0,5,25],[1,5,21],[2,0,6],[3,0,9],[4,5,35],[5,2,18],[6,4,24],[7,3,24],[8,0,19],[9,5,28],[10,3,6],[11,2,2],[12,4,14],[13,3,35],[14,4,26],[15,0,23],[16,2,2],[17,0,19],[18,1,14],[19,4,5],[20,5,21],[21,1,0],[22,4,7],[23,4,0],[24,1,13],[25,4,26],[26,2,31],[27,5,3],[28,1,18],[29,5,32]) crommosom[8]: ([0,0,28],[1,5,29],[2,2,12],[3,1,23],[4,3,9],[5,5,23],[6,0,15],[7,1,30],[8,0,20],[9,3,1],[10,2,18],[11,5,27],[12,3,27],[13,2,7],[14,2,17],[15,5,19],[16,1,29],[17,2,27],[18,0,20],[19,5,11],[20,5,11],[21,2,31],[22,4,31],[23,4,29],[24,1,9],[25,4,35],[26,0,22],[27,5,35],[28,5,14],[29,4,16]) crommosom[9]: ([0,5,28],[1,0,20],[2,0,12],[3,2,17],[4,1,14],[5,5,23],[6,3,27],[7,3,28],[8,3,5],[9,0,26],[10,1,15],[11,5,15],[12,1,32],[13,2,19],[14,0,31],[15,0,29],[16,3,28],[17,3,31],[18,2,34],[19,1,26],[20,2,11],[21,2,33],[22,0,34],[23,5,35],[24,1,9],[25,5,9],[26,0,26],[27,2,4],[28,2,17],[29,5,31]) fitness[0]: 1/(1+0+3+0) = 0.25 fitness[1]: 1/(1+0+2+2) = 0.2 fitness[2]: 1/(1+1+3+2) = 0.142857142857 fitness[3]: 1/(1+0+3+3) = 0.142857142857 fitness[4]: 1/(1+2+3+2) = 0.125 fitness[5]: 1/(1+1+4+2) = 0.125 fitness[6]: 1/(1+1+4+4) = 0.1 fitness[7]: 1/(1+2+5+2) = 0.1 fitness[8]: 1/(1+4+3+6) = 0.0714285714286 fitness[9]: 1/(1+4+6+7) = 0.0555555555556Seleksi generasi ke-2
fitness_cumulation[0] : 0.25 fitness_cumulation[1] : 0.45 fitness_cumulation[2] : 0.592857142857 fitness_cumulation[3] : 0.735714285714 fitness_cumulation[4] : 0.860714285714 fitness_cumulation[5] : 0.985714285714 fitness_cumulation[6] : 1.08571428571 fitness_cumulation[7] : 1.18571428571 fitness_cumulation[8] : 1.25714285714 fitness_cumulation[9] : 1.3126984127 pointer[0]: 0.0278125610132 + 0 * 0.13126984127 = 0.0278125610132 pointer[1]: 0.0278125610132 + 1 * 0.13126984127 = 0.159082402283 pointer[2]: 0.0278125610132 + 2 * 0.13126984127 = 0.290352243553 pointer[3]: 0.0278125610132 + 3 * 0.13126984127 = 0.421622084823 pointer[4]: 0.0278125610132 + 4 * 0.13126984127 = 0.552891926093 pointer[5]: 0.0278125610132 + 5 * 0.13126984127 = 0.684161767362 pointer[6]: 0.0278125610132 + 6 * 0.13126984127 = 0.815431608632 pointer[7]: 0.0278125610132 + 7 * 0.13126984127 = 0.946701449902 pointer[8]: 0.0278125610132 + 8 * 0.13126984127 = 1.07797129117 pointer[9]: 0.0278125610132 + 9 * 0.13126984127 = 1.20924113244 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[1] selected_crommosom[4] = Crommosom[2] selected_crommosom[5] = Crommosom[3] selected_crommosom[6] = Crommosom[4] selected_crommosom[7] = Crommosom[5] selected_crommosom[8] = Crommosom[6] selected_crommosom[9] = Crommosom[8] crommosom[0]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,4,23],[5,0,13],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,4,11],[24,1,1],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[1]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,4,23],[5,0,13],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,4,11],[24,1,1],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[2]: ([0,0,30],[1,0,29],[2,2,34],[3,2,25],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,3,26],[18,2,21],[19,1,3],[20,1,6],[21,0,18],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[3]: ([0,0,30],[1,0,29],[2,2,34],[3,2,25],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,3,26],[18,2,21],[19,1,3],[20,1,6],[21,0,18],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[4]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,4,9],[11,4,35],[12,3,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,5,0],[28,2,7],[29,2,29]) crommosom[5]: ([0,1,10],[1,2,9],[2,3,28],[3,2,9],[4,2,14],[5,3,7],[6,4,34],[7,0,18],[8,3,29],[9,1,33],[10,0,6],[11,1,8],[12,3,3],[13,5,13],[14,0,32],[15,1,23],[16,3,24],[17,4,2],[18,2,33],[19,3,2],[20,2,21],[21,0,2],[22,4,20],[23,5,25],[24,5,32],[25,0,1],[26,0,11],[27,2,25],[28,3,5],[29,0,24]) crommosom[6]: ([0,5,3],[1,0,13],[2,0,31],[3,3,2],[4,1,28],[5,3,24],[6,5,6],[7,5,25],[8,1,0],[9,5,24],[10,3,35],[11,0,7],[12,4,26],[13,5,33],[14,1,33],[15,5,12],[16,4,17],[17,0,4],[18,0,27],[19,5,26],[20,1,6],[21,0,2],[22,4,19],[23,1,11],[24,4,19],[25,4,6],[26,1,25],[27,0,4],[28,1,34],[29,1,24]) crommosom[7]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,3,0],[11,2,29],[12,3,26],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,3,12],[24,1,1],[25,1,6],[26,2,24],[27,5,0],[28,2,7],[29,2,29]) crommosom[8]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,5,17],[13,3,24],[14,2,26],[15,2,16],[16,3,16],[17,4,28],[18,1,9],[19,2,25],[20,1,21],[21,4,34],[22,1,27],[23,0,2],[24,2,35],[25,1,6],[26,1,26],[27,5,0],[28,0,25],[29,2,29]) crommosom[9]: ([0,0,28],[1,5,29],[2,2,12],[3,1,23],[4,3,9],[5,5,23],[6,0,15],[7,1,30],[8,0,20],[9,3,1],[10,2,18],[11,5,27],[12,3,27],[13,2,7],[14,2,17],[15,5,19],[16,1,29],[17,2,27],[18,0,20],[19,5,11],[20,5,11],[21,2,31],[22,4,31],[23,4,29],[24,1,9],[25,4,35],[26,0,22],[27,5,35],[28,5,14],[29,4,16]) fitness[0]: 1/(1+0+3+0) = 0.25 fitness[1]: 1/(1+0+3+0) = 0.25 fitness[2]: 1/(1+0+2+2) = 0.2 fitness[3]: 1/(1+0+2+2) = 0.2 fitness[4]: 1/(1+1+3+2) = 0.142857142857 fitness[5]: 1/(1+0+3+3) = 0.142857142857 fitness[6]: 1/(1+2+3+2) = 0.125 fitness[7]: 1/(1+1+4+2) = 0.125 fitness[8]: 1/(1+1+4+4) = 0.1 fitness[9]: 1/(1+4+3+6) = 0.0714285714286Pindah silang generasi ke-2
parent[0] : 0 parent[1] : 3 parent[2] : 4 parent[3] : 5 parent[4] : 8 parent[5] : 9 crommosom[0]: ([0,5,32],[1,0,18],[2,2,34],[3,2,25],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,3,26],[18,2,21],[19,1,3],[20,1,6],[21,0,18],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[1]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,4,23],[5,0,13],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,4,11],[24,1,1],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[2]: ([0,0,30],[1,0,29],[2,2,34],[3,2,25],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,3,26],[18,2,21],[19,1,3],[20,1,6],[21,0,18],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[3]: ([0,0,30],[1,0,29],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,4,9],[11,4,35],[12,3,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,5,0],[28,2,7],[29,2,29]) crommosom[4]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,4,9],[11,4,35],[12,3,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,2,25],[28,3,5],[29,0,24]) crommosom[5]: ([0,1,10],[1,2,9],[2,3,28],[3,2,9],[4,2,14],[5,3,7],[6,4,34],[7,0,18],[8,3,29],[9,1,33],[10,0,6],[11,1,8],[12,3,3],[13,5,13],[14,0,32],[15,1,23],[16,3,24],[17,4,2],[18,2,33],[19,3,2],[20,2,21],[21,4,34],[22,1,27],[23,0,2],[24,2,35],[25,1,6],[26,1,26],[27,5,0],[28,0,25],[29,2,29]) crommosom[6]: ([0,5,3],[1,0,13],[2,0,31],[3,3,2],[4,1,28],[5,3,24],[6,5,6],[7,5,25],[8,1,0],[9,5,24],[10,3,35],[11,0,7],[12,4,26],[13,5,33],[14,1,33],[15,5,12],[16,4,17],[17,0,4],[18,0,27],[19,5,26],[20,1,6],[21,0,2],[22,4,19],[23,1,11],[24,4,19],[25,4,6],[26,1,25],[27,0,4],[28,1,34],[29,1,24]) crommosom[7]: ([0,5,32],[1,0,18],[2,1,28],[3,2,9],[4,1,5],[5,0,13],[6,3,1],[7,5,21],[8,0,14],[9,2,34],[10,3,0],[11,2,29],[12,3,26],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,3,12],[24,1,1],[25,1,6],[26,2,24],[27,5,0],[28,2,7],[29,2,29]) crommosom[8]: ([0,5,32],[1,0,18],[2,2,12],[3,1,23],[4,3,9],[5,5,23],[6,0,15],[7,1,30],[8,0,20],[9,3,1],[10,2,18],[11,5,27],[12,3,27],[13,2,7],[14,2,17],[15,5,19],[16,1,29],[17,2,27],[18,0,20],[19,5,11],[20,5,11],[21,2,31],[22,4,31],[23,4,29],[24,1,9],[25,4,35],[26,0,22],[27,5,35],[28,5,14],[29,4,16]) crommosom[9]: ([0,0,28],[1,5,29],[2,2,12],[3,1,23],[4,3,9],[5,5,23],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,4,11],[24,1,1],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) fitness[0]: 1/(1+0+3+2) = 0.166666666667 fitness[1]: 1/(1+0+3+0) = 0.25 fitness[2]: 1/(1+0+2+2) = 0.2 fitness[3]: 1/(1+1+1+1) = 0.25 fitness[4]: 1/(1+1+3+3) = 0.125 fitness[5]: 1/(1+0+5+4) = 0.1 fitness[6]: 1/(1+2+3+2) = 0.125 fitness[7]: 1/(1+1+4+2) = 0.125 fitness[8]: 1/(1+3+4+5) = 0.0769230769231 fitness[9]: 1/(1+2+3+2) = 0.125Mutasi generasi ke-2
3 : [0, 2] 212 : [7, 1] 85 : [2, 24] 261 : [8, 20] 229 : [7, 18] 152 : [5, 1] 88 : [2, 27] 300 : [9, 29] 180 : [5, 29] 158 : [5, 7] 216 : [7, 5] 79 : [2, 18] 168 : [5, 17] 19 : [0, 18] 78 : [2, 17] 2 : [0, 1] 199 : [6, 18] 82 : [2, 21] 242 : [8, 1] 148 : [4, 27] 70 : [2, 9] 4 : [0, 3] 244 : [8, 3] 211 : [7, 0] 149 : [4, 28] 103 : [3, 12] 171 : [5, 20] 18 : [0, 17] 55 : [1, 24] 1 : [0, 0] 72 : [2, 11] 269 : [8, 28] 204 : [6, 23] 261 : [8, 20] 101 : [3, 10] 252 : [8, 11] 265 : [8, 24] 229 : [7, 18] 143 : [4, 22] 187 : [6, 6] 217 : [7, 6] 151 : [5, 0] 67 : [2, 6] 131 : [4, 10] 62 : [2, 1] 240 : [7, 29] 64 : [2, 3] 34 : [1, 3] 232 : [7, 21] 299 : [9, 28] 82 : [2, 21] 252 : [8, 11] 211 : [7, 0] 204 : [6, 23] 140 : [4, 19] 168 : [5, 17] 92 : [3, 1] 82 : [2, 21] 156 : [5, 5] 68 : [2, 7] 118 : [3, 27] 79 : [2, 18] 218 : [7, 7] 139 : [4, 18] 102 : [3, 11] 209 : [6, 28] 111 : [3, 20] 72 : [2, 11] 22 : [0, 21] 103 : [3, 12] 201 : [6, 20] 234 : [7, 23] 52 : [1, 21] 22 : [0, 21] 273 : [9, 2] crommosom[0]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,4,25],[18,1,28],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[1]: ([0,5,32],[1,0,18],[2,1,28],[3,5,8],[4,4,23],[5,0,13],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,1,25],[22,1,27],[23,4,11],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[2]: ([0,0,30],[1,2,3],[2,2,34],[3,1,34],[4,1,35],[5,2,14],[6,1,35],[7,0,11],[8,5,4],[9,4,23],[10,3,31],[11,0,12],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,1,29],[22,4,19],[23,2,24],[24,0,18],[25,4,6],[26,2,20],[27,1,21],[28,1,34],[29,5,9]) crommosom[3]: ([0,0,30],[1,0,31],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,1,21],[11,5,35],[12,5,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,5,2],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,2,7],[29,2,29]) crommosom[4]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,0,28],[11,4,35],[12,3,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,3,30],[19,0,12],[20,2,6],[21,4,34],[22,2,8],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,5,8],[28,4,18],[29,0,24]) crommosom[5]: ([0,3,31],[1,2,23],[2,3,28],[3,2,9],[4,2,14],[5,0,9],[6,4,34],[7,2,26],[8,3,29],[9,1,33],[10,0,6],[11,1,8],[12,3,3],[13,5,13],[14,0,32],[15,1,23],[16,3,24],[17,5,24],[18,2,33],[19,3,2],[20,2,31],[21,4,34],[22,1,27],[23,0,2],[24,2,35],[25,1,6],[26,1,26],[27,5,0],[28,0,25],[29,4,24]) crommosom[6]: ([0,5,3],[1,0,13],[2,0,31],[3,3,2],[4,1,28],[5,3,24],[6,2,10],[7,5,25],[8,1,0],[9,5,24],[10,3,35],[11,0,7],[12,4,26],[13,5,33],[14,1,33],[15,5,12],[16,4,17],[17,0,4],[18,5,17],[19,5,26],[20,1,25],[21,0,2],[22,4,19],[23,5,31],[24,4,19],[25,4,6],[26,1,25],[27,0,4],[28,3,33],[29,1,24]) crommosom[7]: ([0,3,26],[1,0,10],[2,1,28],[3,2,9],[4,1,5],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,2,34],[10,3,0],[11,2,29],[12,3,26],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,23],[19,0,16],[20,2,6],[21,2,25],[22,1,27],[23,3,30],[24,1,1],[25,1,6],[26,2,24],[27,5,0],[28,2,7],[29,1,26]) crommosom[8]: ([0,5,32],[1,2,29],[2,2,12],[3,2,6],[4,3,9],[5,5,23],[6,0,15],[7,1,30],[8,0,20],[9,3,1],[10,2,18],[11,1,16],[12,3,27],[13,2,7],[14,2,17],[15,5,19],[16,1,29],[17,2,27],[18,0,20],[19,5,11],[20,4,27],[21,2,31],[22,4,31],[23,4,29],[24,1,32],[25,4,35],[26,0,22],[27,5,35],[28,1,25],[29,4,16]) crommosom[9]: ([0,0,28],[1,5,29],[2,0,7],[3,1,23],[4,3,9],[5,5,23],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,4,11],[24,1,1],[25,1,16],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+0+4+0) = 0.2 fitness[2]: 1/(1+0+3+3) = 0.142857142857 fitness[3]: 1/(1+0+2+0) = 0.333333333333 fitness[4]: 1/(1+0+3+1) = 0.2 fitness[5]: 1/(1+2+5+4) = 0.0833333333333 fitness[6]: 1/(1+2+3+3) = 0.111111111111 fitness[7]: 1/(1+2+4+3) = 0.1 fitness[8]: 1/(1+1+2+4) = 0.125 fitness[9]: 1/(1+2+2+2) = 0.142857142857Generasi ke-3
crommosom[0]: ([0,0,30],[1,0,31],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,1,21],[11,5,35],[12,5,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,5,2],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,2,7],[29,2,29]) crommosom[1]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,4,25],[18,1,28],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[2]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,0,28],[11,4,35],[12,3,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,3,30],[19,0,12],[20,2,6],[21,4,34],[22,2,8],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,5,8],[28,4,18],[29,0,24]) crommosom[3]: ([0,5,32],[1,0,18],[2,1,28],[3,5,8],[4,4,23],[5,0,13],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,1,25],[22,1,27],[23,4,11],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[4]: ([0,0,30],[1,2,3],[2,2,34],[3,1,34],[4,1,35],[5,2,14],[6,1,35],[7,0,11],[8,5,4],[9,4,23],[10,3,31],[11,0,12],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,1,29],[22,4,19],[23,2,24],[24,0,18],[25,4,6],[26,2,20],[27,1,21],[28,1,34],[29,5,9]) crommosom[5]: ([0,0,28],[1,5,29],[2,0,7],[3,1,23],[4,3,9],[5,5,23],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,4,11],[24,1,1],[25,1,16],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[6]: ([0,5,32],[1,2,29],[2,2,12],[3,2,6],[4,3,9],[5,5,23],[6,0,15],[7,1,30],[8,0,20],[9,3,1],[10,2,18],[11,1,16],[12,3,27],[13,2,7],[14,2,17],[15,5,19],[16,1,29],[17,2,27],[18,0,20],[19,5,11],[20,4,27],[21,2,31],[22,4,31],[23,4,29],[24,1,32],[25,4,35],[26,0,22],[27,5,35],[28,1,25],[29,4,16]) crommosom[7]: ([0,5,3],[1,0,13],[2,0,31],[3,3,2],[4,1,28],[5,3,24],[6,2,10],[7,5,25],[8,1,0],[9,5,24],[10,3,35],[11,0,7],[12,4,26],[13,5,33],[14,1,33],[15,5,12],[16,4,17],[17,0,4],[18,5,17],[19,5,26],[20,1,25],[21,0,2],[22,4,19],[23,5,31],[24,4,19],[25,4,6],[26,1,25],[27,0,4],[28,3,33],[29,1,24]) crommosom[8]: ([0,3,26],[1,0,10],[2,1,28],[3,2,9],[4,1,5],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,2,34],[10,3,0],[11,2,29],[12,3,26],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,23],[19,0,16],[20,2,6],[21,2,25],[22,1,27],[23,3,30],[24,1,1],[25,1,6],[26,2,24],[27,5,0],[28,2,7],[29,1,26]) crommosom[9]: ([0,3,31],[1,2,23],[2,3,28],[3,2,9],[4,2,14],[5,0,9],[6,4,34],[7,2,26],[8,3,29],[9,1,33],[10,0,6],[11,1,8],[12,3,3],[13,5,13],[14,0,32],[15,1,23],[16,3,24],[17,5,24],[18,2,33],[19,3,2],[20,2,31],[21,4,34],[22,1,27],[23,0,2],[24,2,35],[25,1,6],[26,1,26],[27,5,0],[28,0,25],[29,4,24]) fitness[0]: 1/(1+0+2+0) = 0.333333333333 fitness[1]: 1/(1+0+2+1) = 0.25 fitness[2]: 1/(1+0+3+1) = 0.2 fitness[3]: 1/(1+0+4+0) = 0.2 fitness[4]: 1/(1+0+3+3) = 0.142857142857 fitness[5]: 1/(1+2+2+2) = 0.142857142857 fitness[6]: 1/(1+1+2+4) = 0.125 fitness[7]: 1/(1+2+3+3) = 0.111111111111 fitness[8]: 1/(1+2+4+3) = 0.1 fitness[9]: 1/(1+2+5+4) = 0.0833333333333Seleksi generasi ke-3
fitness_cumulation[0] : 0.333333333333 fitness_cumulation[1] : 0.583333333333 fitness_cumulation[2] : 0.783333333333 fitness_cumulation[3] : 0.983333333333 fitness_cumulation[4] : 1.12619047619 fitness_cumulation[5] : 1.26904761905 fitness_cumulation[6] : 1.39404761905 fitness_cumulation[7] : 1.50515873016 fitness_cumulation[8] : 1.60515873016 fitness_cumulation[9] : 1.68849206349 pointer[0]: 0.0767520396821 + 0 * 0.168849206349 = 0.0767520396821 pointer[1]: 0.0767520396821 + 1 * 0.168849206349 = 0.245601246031 pointer[2]: 0.0767520396821 + 2 * 0.168849206349 = 0.414450452381 pointer[3]: 0.0767520396821 + 3 * 0.168849206349 = 0.58329965873 pointer[4]: 0.0767520396821 + 4 * 0.168849206349 = 0.752148865079 pointer[5]: 0.0767520396821 + 5 * 0.168849206349 = 0.920998071428 pointer[6]: 0.0767520396821 + 6 * 0.168849206349 = 1.08984727778 pointer[7]: 0.0767520396821 + 7 * 0.168849206349 = 1.25869648413 pointer[8]: 0.0767520396821 + 8 * 0.168849206349 = 1.42754569048 pointer[9]: 0.0767520396821 + 9 * 0.168849206349 = 1.59639489682 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[1] selected_crommosom[4] = Crommosom[2] selected_crommosom[5] = Crommosom[3] selected_crommosom[6] = Crommosom[4] selected_crommosom[7] = Crommosom[5] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[8] crommosom[0]: ([0,0,30],[1,0,31],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,1,21],[11,5,35],[12,5,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,5,2],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,2,7],[29,2,29]) crommosom[1]: ([0,0,30],[1,0,31],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,1,21],[11,5,35],[12,5,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,5,2],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,2,7],[29,2,29]) crommosom[2]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,4,25],[18,1,28],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[3]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,4,25],[18,1,28],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[4]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,0,28],[11,4,35],[12,3,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,3,30],[19,0,12],[20,2,6],[21,4,34],[22,2,8],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,5,8],[28,4,18],[29,0,24]) crommosom[5]: ([0,5,32],[1,0,18],[2,1,28],[3,5,8],[4,4,23],[5,0,13],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,1,25],[22,1,27],[23,4,11],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[6]: ([0,0,30],[1,2,3],[2,2,34],[3,1,34],[4,1,35],[5,2,14],[6,1,35],[7,0,11],[8,5,4],[9,4,23],[10,3,31],[11,0,12],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,1,29],[22,4,19],[23,2,24],[24,0,18],[25,4,6],[26,2,20],[27,1,21],[28,1,34],[29,5,9]) crommosom[7]: ([0,0,28],[1,5,29],[2,0,7],[3,1,23],[4,3,9],[5,5,23],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,4,11],[24,1,1],[25,1,16],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[8]: ([0,5,3],[1,0,13],[2,0,31],[3,3,2],[4,1,28],[5,3,24],[6,2,10],[7,5,25],[8,1,0],[9,5,24],[10,3,35],[11,0,7],[12,4,26],[13,5,33],[14,1,33],[15,5,12],[16,4,17],[17,0,4],[18,5,17],[19,5,26],[20,1,25],[21,0,2],[22,4,19],[23,5,31],[24,4,19],[25,4,6],[26,1,25],[27,0,4],[28,3,33],[29,1,24]) crommosom[9]: ([0,3,26],[1,0,10],[2,1,28],[3,2,9],[4,1,5],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,2,34],[10,3,0],[11,2,29],[12,3,26],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,23],[19,0,16],[20,2,6],[21,2,25],[22,1,27],[23,3,30],[24,1,1],[25,1,6],[26,2,24],[27,5,0],[28,2,7],[29,1,26]) fitness[0]: 1/(1+0+2+0) = 0.333333333333 fitness[1]: 1/(1+0+2+0) = 0.333333333333 fitness[2]: 1/(1+0+2+1) = 0.25 fitness[3]: 1/(1+0+2+1) = 0.25 fitness[4]: 1/(1+0+3+1) = 0.2 fitness[5]: 1/(1+0+4+0) = 0.2 fitness[6]: 1/(1+0+3+3) = 0.142857142857 fitness[7]: 1/(1+2+2+2) = 0.142857142857 fitness[8]: 1/(1+2+3+3) = 0.111111111111 fitness[9]: 1/(1+2+4+3) = 0.1Pindah silang generasi ke-3
parent[0] : 1 parent[1] : 2 parent[2] : 3 parent[3] : 4 parent[4] : 5 parent[5] : 6 parent[6] : 7 parent[7] : 8 crommosom[0]: ([0,0,30],[1,0,31],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,1,21],[11,5,35],[12,5,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,5,2],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,2,7],[29,2,29]) crommosom[1]: ([0,0,30],[1,0,31],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,1,21],[11,5,35],[12,5,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,5,2],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[2]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,4,25],[18,1,28],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,2,24],[24,4,19],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[3]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,4,25],[18,1,28],[19,1,3],[20,1,6],[21,4,7],[22,2,8],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,5,8],[28,4,18],[29,0,24]) crommosom[4]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,5,14],[10,0,28],[11,4,35],[12,3,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,3,30],[19,0,12],[20,2,6],[21,4,34],[22,2,8],[23,5,33],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[5]: ([0,5,32],[1,0,18],[2,1,28],[3,5,8],[4,1,35],[5,2,14],[6,1,35],[7,0,11],[8,5,4],[9,4,23],[10,3,31],[11,0,12],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,1,29],[22,4,19],[23,2,24],[24,0,18],[25,4,6],[26,2,20],[27,1,21],[28,1,34],[29,5,9]) crommosom[6]: ([0,0,30],[1,2,3],[2,2,34],[3,1,34],[4,1,35],[5,2,14],[6,1,35],[7,0,11],[8,5,4],[9,4,23],[10,3,31],[11,0,12],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,4,11],[24,1,1],[25,1,16],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[7]: ([0,0,28],[1,5,29],[2,0,7],[3,1,23],[4,3,9],[5,5,23],[6,1,23],[7,2,12],[8,0,14],[9,2,34],[10,5,7],[11,2,29],[12,4,22],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,9],[19,0,16],[20,2,6],[21,4,34],[22,1,27],[23,4,11],[24,1,1],[25,1,16],[26,1,25],[27,0,4],[28,3,33],[29,1,24]) crommosom[8]: ([0,5,3],[1,0,13],[2,0,31],[3,3,2],[4,1,28],[5,3,24],[6,2,10],[7,5,25],[8,1,0],[9,5,24],[10,3,35],[11,5,35],[12,5,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,0,16],[20,5,2],[21,4,34],[22,1,27],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,2,7],[29,2,29]) crommosom[9]: ([0,3,26],[1,0,10],[2,1,28],[3,2,9],[4,1,5],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,2,34],[10,3,0],[11,2,29],[12,3,26],[13,1,15],[14,2,26],[15,2,11],[16,3,16],[17,4,28],[18,1,23],[19,0,16],[20,2,6],[21,2,25],[22,1,27],[23,3,30],[24,1,1],[25,1,6],[26,2,24],[27,5,0],[28,2,7],[29,1,26]) fitness[0]: 1/(1+0+2+0) = 0.333333333333 fitness[1]: 1/(1+0+1+0) = 0.5 fitness[2]: 1/(1+0+2+1) = 0.25 fitness[3]: 1/(1+0+2+1) = 0.25 fitness[4]: 1/(1+0+3+1) = 0.2 fitness[5]: 1/(1+0+3+2) = 0.166666666667 fitness[6]: 1/(1+0+3+2) = 0.166666666667 fitness[7]: 1/(1+2+2+2) = 0.142857142857 fitness[8]: 1/(1+1+5+1) = 0.125 fitness[9]: 1/(1+2+4+3) = 0.1Mutasi generasi ke-3
220 : [7, 9] 113 : [3, 22] 74 : [2, 13] 153 : [5, 2] 10 : [0, 9] 85 : [2, 24] 297 : [9, 26] 12 : [0, 11] 235 : [7, 24] 269 : [8, 28] 75 : [2, 14] 201 : [6, 20] 130 : [4, 9] 260 : [8, 19] 23 : [0, 22] 138 : [4, 17] 275 : [9, 4] 83 : [2, 22] 158 : [5, 7] 175 : [5, 24] 157 : [5, 6] 205 : [6, 24] 131 : [4, 10] 59 : [1, 28] 201 : [6, 20] 212 : [7, 1] 3 : [0, 2] 238 : [7, 27] 81 : [2, 20] 56 : [1, 25] 44 : [1, 13] 266 : [8, 25] 233 : [7, 22] 20 : [0, 19] 79 : [2, 18] 120 : [3, 29] 226 : [7, 15] 95 : [3, 4] 39 : [1, 8] 292 : [9, 21] 223 : [7, 12] 206 : [6, 25] 141 : [4, 20] 160 : [5, 9] 222 : [7, 11] 48 : [1, 17] 78 : [2, 17] 285 : [9, 14] 151 : [5, 0] 134 : [4, 13] 108 : [3, 17] 230 : [7, 19] 102 : [3, 11] 156 : [5, 5] 151 : [5, 0] 286 : [9, 15] 172 : [5, 21] 114 : [3, 23] 47 : [1, 16] 53 : [1, 22] 186 : [6, 5] 191 : [6, 10] 32 : [1, 1] 243 : [8, 2] 242 : [8, 1] 109 : [3, 18] 263 : [8, 22] 29 : [0, 28] 102 : [3, 11] 221 : [7, 10] 77 : [2, 16] 194 : [6, 13] 175 : [5, 24] 163 : [5, 12] 16 : [0, 15] crommosom[0]: ([0,0,30],[1,0,31],[2,3,20],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,4,11],[17,1,20],[18,5,6],[19,4,7],[20,5,2],[21,4,34],[22,5,1],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,5,21],[29,2,29]) crommosom[1]: ([0,0,30],[1,0,34],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,33],[9,5,14],[10,1,21],[11,5,35],[12,5,14],[13,2,33],[14,3,15],[15,0,19],[16,0,14],[17,5,22],[18,5,6],[19,0,16],[20,5,2],[21,4,34],[22,3,18],[23,5,33],[24,1,1],[25,5,27],[26,2,20],[27,0,4],[28,0,7],[29,5,9]) crommosom[2]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,0,15],[14,4,5],[15,5,12],[16,5,11],[17,4,28],[18,2,15],[19,1,3],[20,2,30],[21,4,7],[22,1,17],[23,2,24],[24,1,16],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[3]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,5,19],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,27],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,5,0],[18,0,8],[19,1,3],[20,1,6],[21,4,7],[22,3,27],[23,3,8],[24,1,1],[25,5,25],[26,1,26],[27,5,8],[28,4,18],[29,1,3]) crommosom[4]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,35],[12,3,14],[13,0,16],[14,3,15],[15,0,19],[16,4,11],[17,1,10],[18,3,30],[19,0,12],[20,1,6],[21,4,34],[22,2,8],[23,5,33],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[5]: ([0,1,20],[1,0,18],[2,4,7],[3,5,8],[4,1,35],[5,3,35],[6,1,26],[7,0,32],[8,5,4],[9,1,35],[10,3,31],[11,0,12],[12,2,24],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,2,24],[24,4,3],[25,4,6],[26,2,20],[27,1,21],[28,1,34],[29,5,9]) crommosom[6]: ([0,0,30],[1,2,3],[2,2,34],[3,1,34],[4,1,35],[5,5,13],[6,1,35],[7,0,11],[8,5,4],[9,4,23],[10,4,33],[11,0,12],[12,4,26],[13,3,1],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,1,9],[19,0,16],[20,1,4],[21,4,34],[22,1,27],[23,4,11],[24,5,32],[25,2,20],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[7]: ([0,0,28],[1,4,12],[2,0,7],[3,1,23],[4,3,9],[5,5,23],[6,1,23],[7,2,12],[8,0,14],[9,1,15],[10,1,13],[11,3,16],[12,3,14],[13,1,15],[14,2,26],[15,1,24],[16,3,16],[17,4,28],[18,1,9],[19,3,16],[20,2,6],[21,4,34],[22,3,2],[23,4,11],[24,2,2],[25,1,16],[26,1,25],[27,5,29],[28,3,33],[29,1,24]) crommosom[8]: ([0,5,3],[1,0,28],[2,3,18],[3,3,2],[4,1,28],[5,3,24],[6,2,10],[7,5,25],[8,1,0],[9,5,24],[10,3,35],[11,5,35],[12,5,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,5,16],[20,5,2],[21,4,34],[22,3,34],[23,5,33],[24,1,1],[25,1,28],[26,1,26],[27,1,3],[28,0,33],[29,2,29]) crommosom[9]: ([0,3,26],[1,0,10],[2,1,28],[3,2,9],[4,1,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,2,34],[10,3,0],[11,2,29],[12,3,26],[13,1,15],[14,0,28],[15,2,18],[16,3,16],[17,4,28],[18,1,23],[19,0,16],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,1,1],[25,1,6],[26,2,13],[27,5,0],[28,2,7],[29,1,26]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+1+1+2) = 0.2 fitness[2]: 1/(1+1+4+1) = 0.142857142857 fitness[3]: 1/(1+0+4+3) = 0.125 fitness[4]: 1/(1+1+4+3) = 0.111111111111 fitness[5]: 1/(1+1+5+4) = 0.0909090909091 fitness[6]: 1/(1+0+3+2) = 0.166666666667 fitness[7]: 1/(1+1+8+2) = 0.0833333333333 fitness[8]: 1/(1+2+3+3) = 0.111111111111 fitness[9]: 1/(1+2+5+5) = 0.0769230769231Generasi ke-4
crommosom[0]: ([0,0,30],[1,0,31],[2,3,20],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,4,11],[17,1,20],[18,5,6],[19,4,7],[20,5,2],[21,4,34],[22,5,1],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,5,21],[29,2,29]) crommosom[1]: ([0,0,30],[1,0,34],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,33],[9,5,14],[10,1,21],[11,5,35],[12,5,14],[13,2,33],[14,3,15],[15,0,19],[16,0,14],[17,5,22],[18,5,6],[19,0,16],[20,5,2],[21,4,34],[22,3,18],[23,5,33],[24,1,1],[25,5,27],[26,2,20],[27,0,4],[28,0,7],[29,5,9]) crommosom[2]: ([0,0,30],[1,2,3],[2,2,34],[3,1,34],[4,1,35],[5,5,13],[6,1,35],[7,0,11],[8,5,4],[9,4,23],[10,4,33],[11,0,12],[12,4,26],[13,3,1],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,1,9],[19,0,16],[20,1,4],[21,4,34],[22,1,27],[23,4,11],[24,5,32],[25,2,20],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[3]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,0,15],[14,4,5],[15,5,12],[16,5,11],[17,4,28],[18,2,15],[19,1,3],[20,2,30],[21,4,7],[22,1,17],[23,2,24],[24,1,16],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[4]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,5,19],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,27],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,5,0],[18,0,8],[19,1,3],[20,1,6],[21,4,7],[22,3,27],[23,3,8],[24,1,1],[25,5,25],[26,1,26],[27,5,8],[28,4,18],[29,1,3]) crommosom[5]: ([0,5,3],[1,0,28],[2,3,18],[3,3,2],[4,1,28],[5,3,24],[6,2,10],[7,5,25],[8,1,0],[9,5,24],[10,3,35],[11,5,35],[12,5,14],[13,2,26],[14,3,15],[15,0,19],[16,4,11],[17,1,20],[18,5,6],[19,5,16],[20,5,2],[21,4,34],[22,3,34],[23,5,33],[24,1,1],[25,1,28],[26,1,26],[27,1,3],[28,0,33],[29,2,29]) crommosom[6]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,35],[12,3,14],[13,0,16],[14,3,15],[15,0,19],[16,4,11],[17,1,10],[18,3,30],[19,0,12],[20,1,6],[21,4,34],[22,2,8],[23,5,33],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[7]: ([0,1,20],[1,0,18],[2,4,7],[3,5,8],[4,1,35],[5,3,35],[6,1,26],[7,0,32],[8,5,4],[9,1,35],[10,3,31],[11,0,12],[12,2,24],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,2,24],[24,4,3],[25,4,6],[26,2,20],[27,1,21],[28,1,34],[29,5,9]) crommosom[8]: ([0,0,28],[1,4,12],[2,0,7],[3,1,23],[4,3,9],[5,5,23],[6,1,23],[7,2,12],[8,0,14],[9,1,15],[10,1,13],[11,3,16],[12,3,14],[13,1,15],[14,2,26],[15,1,24],[16,3,16],[17,4,28],[18,1,9],[19,3,16],[20,2,6],[21,4,34],[22,3,2],[23,4,11],[24,2,2],[25,1,16],[26,1,25],[27,5,29],[28,3,33],[29,1,24]) crommosom[9]: ([0,3,26],[1,0,10],[2,1,28],[3,2,9],[4,1,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,2,34],[10,3,0],[11,2,29],[12,3,26],[13,1,15],[14,0,28],[15,2,18],[16,3,16],[17,4,28],[18,1,23],[19,0,16],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,1,1],[25,1,6],[26,2,13],[27,5,0],[28,2,7],[29,1,26]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+1+1+2) = 0.2 fitness[2]: 1/(1+0+3+2) = 0.166666666667 fitness[3]: 1/(1+1+4+1) = 0.142857142857 fitness[4]: 1/(1+0+4+3) = 0.125 fitness[5]: 1/(1+2+3+3) = 0.111111111111 fitness[6]: 1/(1+1+4+3) = 0.111111111111 fitness[7]: 1/(1+1+5+4) = 0.0909090909091 fitness[8]: 1/(1+1+8+2) = 0.0833333333333 fitness[9]: 1/(1+2+5+5) = 0.0769230769231Seleksi generasi ke-4
fitness_cumulation[0] : 0.25 fitness_cumulation[1] : 0.45 fitness_cumulation[2] : 0.616666666667 fitness_cumulation[3] : 0.759523809524 fitness_cumulation[4] : 0.884523809524 fitness_cumulation[5] : 0.995634920635 fitness_cumulation[6] : 1.10674603175 fitness_cumulation[7] : 1.19765512266 fitness_cumulation[8] : 1.28098845599 fitness_cumulation[9] : 1.35791153291 pointer[0]: 0.0654150389442 + 0 * 0.135791153291 = 0.0654150389442 pointer[1]: 0.0654150389442 + 1 * 0.135791153291 = 0.201206192235 pointer[2]: 0.0654150389442 + 2 * 0.135791153291 = 0.336997345527 pointer[3]: 0.0654150389442 + 3 * 0.135791153291 = 0.472788498818 pointer[4]: 0.0654150389442 + 4 * 0.135791153291 = 0.608579652109 pointer[5]: 0.0654150389442 + 5 * 0.135791153291 = 0.7443708054 pointer[6]: 0.0654150389442 + 6 * 0.135791153291 = 0.880161958691 pointer[7]: 0.0654150389442 + 7 * 0.135791153291 = 1.01595311198 pointer[8]: 0.0654150389442 + 8 * 0.135791153291 = 1.15174426527 pointer[9]: 0.0654150389442 + 9 * 0.135791153291 = 1.28753541856 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[2] selected_crommosom[5] = Crommosom[3] selected_crommosom[6] = Crommosom[4] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,0,30],[1,0,31],[2,3,20],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,4,11],[17,1,20],[18,5,6],[19,4,7],[20,5,2],[21,4,34],[22,5,1],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,5,21],[29,2,29]) crommosom[1]: ([0,0,30],[1,0,31],[2,3,20],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,4,11],[17,1,20],[18,5,6],[19,4,7],[20,5,2],[21,4,34],[22,5,1],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,5,21],[29,2,29]) crommosom[2]: ([0,0,30],[1,0,34],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,33],[9,5,14],[10,1,21],[11,5,35],[12,5,14],[13,2,33],[14,3,15],[15,0,19],[16,0,14],[17,5,22],[18,5,6],[19,0,16],[20,5,2],[21,4,34],[22,3,18],[23,5,33],[24,1,1],[25,5,27],[26,2,20],[27,0,4],[28,0,7],[29,5,9]) crommosom[3]: ([0,0,30],[1,2,3],[2,2,34],[3,1,34],[4,1,35],[5,5,13],[6,1,35],[7,0,11],[8,5,4],[9,4,23],[10,4,33],[11,0,12],[12,4,26],[13,3,1],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,1,9],[19,0,16],[20,1,4],[21,4,34],[22,1,27],[23,4,11],[24,5,32],[25,2,20],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[4]: ([0,0,30],[1,2,3],[2,2,34],[3,1,34],[4,1,35],[5,5,13],[6,1,35],[7,0,11],[8,5,4],[9,4,23],[10,4,33],[11,0,12],[12,4,26],[13,3,1],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,1,9],[19,0,16],[20,1,4],[21,4,34],[22,1,27],[23,4,11],[24,5,32],[25,2,20],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[5]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,0,15],[14,4,5],[15,5,12],[16,5,11],[17,4,28],[18,2,15],[19,1,3],[20,2,30],[21,4,7],[22,1,17],[23,2,24],[24,1,16],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[6]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,5,19],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,27],[12,4,26],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,5,0],[18,0,8],[19,1,3],[20,1,6],[21,4,7],[22,3,27],[23,3,8],[24,1,1],[25,5,25],[26,1,26],[27,5,8],[28,4,18],[29,1,3]) crommosom[7]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,35],[12,3,14],[13,0,16],[14,3,15],[15,0,19],[16,4,11],[17,1,10],[18,3,30],[19,0,12],[20,1,6],[21,4,34],[22,2,8],[23,5,33],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[8]: ([0,1,20],[1,0,18],[2,4,7],[3,5,8],[4,1,35],[5,3,35],[6,1,26],[7,0,32],[8,5,4],[9,1,35],[10,3,31],[11,0,12],[12,2,24],[13,5,33],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,2,24],[24,4,3],[25,4,6],[26,2,20],[27,1,21],[28,1,34],[29,5,9]) crommosom[9]: ([0,3,26],[1,0,10],[2,1,28],[3,2,9],[4,1,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,2,34],[10,3,0],[11,2,29],[12,3,26],[13,1,15],[14,0,28],[15,2,18],[16,3,16],[17,4,28],[18,1,23],[19,0,16],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,1,1],[25,1,6],[26,2,13],[27,5,0],[28,2,7],[29,1,26]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+0+2+1) = 0.25 fitness[2]: 1/(1+1+1+2) = 0.2 fitness[3]: 1/(1+0+3+2) = 0.166666666667 fitness[4]: 1/(1+0+3+2) = 0.166666666667 fitness[5]: 1/(1+1+4+1) = 0.142857142857 fitness[6]: 1/(1+0+4+3) = 0.125 fitness[7]: 1/(1+1+4+3) = 0.111111111111 fitness[8]: 1/(1+1+5+4) = 0.0909090909091 fitness[9]: 1/(1+2+5+5) = 0.0769230769231Pindah silang generasi ke-4
parent[0] : 0 parent[1] : 4 parent[2] : 5 parent[3] : 6 parent[4] : 7 parent[5] : 8 crommosom[0]: ([0,0,30],[1,0,31],[2,3,20],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,4,11],[17,1,20],[18,5,6],[19,4,7],[20,5,2],[21,4,34],[22,5,1],[23,5,33],[24,1,1],[25,2,20],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[1]: ([0,0,30],[1,0,31],[2,3,20],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,4,11],[17,1,20],[18,5,6],[19,4,7],[20,5,2],[21,4,34],[22,5,1],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,5,21],[29,2,29]) crommosom[2]: ([0,0,30],[1,0,34],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,33],[9,5,14],[10,1,21],[11,5,35],[12,5,14],[13,2,33],[14,3,15],[15,0,19],[16,0,14],[17,5,22],[18,5,6],[19,0,16],[20,5,2],[21,4,34],[22,3,18],[23,5,33],[24,1,1],[25,5,27],[26,2,20],[27,0,4],[28,0,7],[29,5,9]) crommosom[3]: ([0,0,30],[1,2,3],[2,2,34],[3,1,34],[4,1,35],[5,5,13],[6,1,35],[7,0,11],[8,5,4],[9,4,23],[10,4,33],[11,0,12],[12,4,26],[13,3,1],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,1,9],[19,0,16],[20,1,4],[21,4,34],[22,1,27],[23,4,11],[24,5,32],[25,2,20],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[4]: ([0,0,30],[1,2,3],[2,2,34],[3,1,34],[4,1,35],[5,5,13],[6,1,35],[7,0,11],[8,5,4],[9,4,23],[10,4,33],[11,0,12],[12,4,26],[13,3,1],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,1,9],[19,1,3],[20,2,30],[21,4,7],[22,1,17],[23,2,24],[24,1,16],[25,4,6],[26,2,20],[27,0,4],[28,1,34],[29,5,9]) crommosom[5]: ([0,0,3],[1,3,8],[2,0,19],[3,5,28],[4,1,35],[5,2,14],[6,1,23],[7,2,1],[8,5,4],[9,0,2],[10,3,31],[11,0,6],[12,4,26],[13,0,15],[14,4,5],[15,5,12],[16,5,11],[17,4,28],[18,2,15],[19,1,3],[20,2,30],[21,4,7],[22,1,17],[23,2,24],[24,1,1],[25,5,25],[26,1,26],[27,5,8],[28,4,18],[29,1,3]) crommosom[6]: ([0,0,3],[1,3,8],[2,0,19],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,35],[12,3,14],[13,0,16],[14,3,15],[15,0,19],[16,4,11],[17,1,10],[18,3,30],[19,0,12],[20,1,6],[21,4,34],[22,2,8],[23,5,33],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,34]) crommosom[7]: ([0,0,11],[1,1,23],[2,4,32],[3,3,9],[4,5,32],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,35],[12,3,14],[13,0,16],[14,3,15],[15,0,19],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,2,24],[24,4,3],[25,4,6],[26,2,20],[27,1,21],[28,1,34],[29,5,9]) crommosom[8]: ([0,1,20],[1,0,18],[2,4,7],[3,5,8],[4,1,35],[5,3,35],[6,1,26],[7,0,32],[8,5,4],[9,1,35],[10,3,31],[11,0,12],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,4,11],[17,1,20],[18,5,6],[19,4,7],[20,5,2],[21,4,34],[22,5,1],[23,5,33],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,5,21],[29,2,29]) crommosom[9]: ([0,3,26],[1,0,10],[2,1,28],[3,2,9],[4,1,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,2,34],[10,3,0],[11,2,29],[12,3,26],[13,1,15],[14,0,28],[15,2,18],[16,3,16],[17,4,28],[18,1,23],[19,0,16],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,1,1],[25,1,6],[26,2,13],[27,5,0],[28,2,7],[29,1,26]) fitness[0]: 1/(1+0+3+1) = 0.2 fitness[1]: 1/(1+0+2+1) = 0.25 fitness[2]: 1/(1+1+1+2) = 0.2 fitness[3]: 1/(1+0+3+2) = 0.166666666667 fitness[4]: 1/(1+0+4+2) = 0.142857142857 fitness[5]: 1/(1+1+3+1) = 0.166666666667 fitness[6]: 1/(1+1+2+2) = 0.166666666667 fitness[7]: 1/(1+1+2+4) = 0.125 fitness[8]: 1/(1+1+7+3) = 0.0833333333333 fitness[9]: 1/(1+2+5+5) = 0.0769230769231Mutasi generasi ke-4
17 : [0, 16] 200 : [6, 19] 129 : [4, 8] 239 : [7, 28] 36 : [1, 5] 50 : [1, 19] 83 : [2, 22] 290 : [9, 19] 220 : [7, 9] 160 : [5, 9] 280 : [9, 9] 94 : [3, 3] 249 : [8, 8] 197 : [6, 16] 123 : [4, 2] 219 : [7, 8] 215 : [7, 4] 55 : [1, 24] 281 : [9, 10] 100 : [3, 9] 75 : [2, 14] 234 : [7, 23] 79 : [2, 18] 130 : [4, 9] 163 : [5, 12] 71 : [2, 10] 29 : [0, 28] 199 : [6, 18] 296 : [9, 25] 275 : [9, 4] 167 : [5, 16] 289 : [9, 18] 239 : [7, 28] 147 : [4, 26] 251 : [8, 10] 285 : [9, 14] 1 : [0, 0] 81 : [2, 20] 213 : [7, 2] 18 : [0, 17] 254 : [8, 13] 2 : [0, 1] 254 : [8, 13] 59 : [1, 28] 213 : [7, 2] 239 : [7, 28] 54 : [1, 23] 174 : [5, 23] 53 : [1, 22] 272 : [9, 1] 29 : [0, 28] 300 : [9, 29] 116 : [3, 25] 157 : [5, 6] 253 : [8, 12] 264 : [8, 23] 262 : [8, 21] 274 : [9, 3] 199 : [6, 18] 32 : [1, 1] 46 : [1, 15] 110 : [3, 19] 210 : [6, 29] 286 : [9, 15] 184 : [6, 3] 153 : [5, 2] 180 : [5, 29] 263 : [8, 22] 184 : [6, 3] 155 : [5, 4] 194 : [6, 13] 253 : [8, 12] 36 : [1, 5] 94 : [3, 3] 187 : [6, 6] crommosom[0]: ([0,0,14],[1,0,13],[2,3,20],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,3,13],[17,3,6],[18,5,6],[19,4,7],[20,5,2],[21,4,34],[22,5,1],[23,5,33],[24,1,1],[25,2,20],[26,1,26],[27,3,13],[28,0,7],[29,3,19]) crommosom[1]: ([0,0,30],[1,2,4],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,0,15],[23,1,1],[24,1,11],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) crommosom[2]: ([0,0,30],[1,0,34],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,33],[9,5,14],[10,1,1],[11,5,35],[12,5,14],[13,2,33],[14,2,14],[15,0,19],[16,0,14],[17,5,22],[18,3,24],[19,0,16],[20,4,21],[21,4,34],[22,4,16],[23,5,33],[24,1,1],[25,5,27],[26,2,20],[27,0,4],[28,0,7],[29,5,9]) crommosom[3]: ([0,0,30],[1,2,3],[2,2,34],[3,5,14],[4,1,35],[5,5,13],[6,1,35],[7,0,11],[8,5,4],[9,2,23],[10,4,33],[11,0,12],[12,4,26],[13,3,1],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,1,9],[19,3,9],[20,1,4],[21,4,34],[22,1,27],[23,4,11],[24,5,32],[25,5,9],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[4]: ([0,0,30],[1,2,3],[2,4,24],[3,1,34],[4,1,35],[5,5,13],[6,1,35],[7,0,11],[8,4,29],[9,0,12],[10,4,33],[11,0,12],[12,4,26],[13,3,1],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,1,9],[19,1,3],[20,2,30],[21,4,7],[22,1,17],[23,2,24],[24,1,16],[25,4,6],[26,1,18],[27,0,4],[28,1,34],[29,5,9]) crommosom[5]: ([0,0,3],[1,3,8],[2,1,26],[3,5,28],[4,4,32],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,5,12],[16,4,5],[17,4,28],[18,2,15],[19,1,3],[20,2,30],[21,4,7],[22,1,17],[23,2,26],[24,1,1],[25,5,25],[26,1,26],[27,5,8],[28,4,18],[29,0,19]) crommosom[6]: ([0,0,3],[1,3,8],[2,0,19],[3,3,16],[4,5,32],[5,5,7],[6,3,24],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,35],[12,3,14],[13,5,16],[14,3,15],[15,0,19],[16,3,3],[17,1,10],[18,3,32],[19,5,18],[20,1,6],[21,4,34],[22,2,8],[23,5,33],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,7]) crommosom[7]: ([0,0,11],[1,1,23],[2,1,1],[3,3,9],[4,1,20],[5,5,7],[6,4,32],[7,0,11],[8,5,30],[9,3,14],[10,1,10],[11,4,35],[12,3,14],[13,0,16],[14,3,15],[15,0,19],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,4,30],[24,4,3],[25,4,6],[26,2,20],[27,1,21],[28,1,35],[29,5,9]) crommosom[8]: ([0,1,20],[1,0,18],[2,4,7],[3,5,8],[4,1,35],[5,3,35],[6,1,26],[7,0,32],[8,5,6],[9,1,35],[10,4,3],[11,0,12],[12,1,0],[13,5,4],[14,3,15],[15,1,27],[16,4,11],[17,1,20],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,5,32],[23,3,3],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,5,21],[29,2,29]) crommosom[9]: ([0,3,26],[1,1,1],[2,1,28],[3,2,26],[4,2,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,4,19],[10,5,33],[11,2,29],[12,3,26],[13,1,15],[14,5,13],[15,2,11],[16,3,16],[17,4,28],[18,2,30],[19,4,27],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,1,1],[25,0,12],[26,2,13],[27,5,0],[28,2,7],[29,0,12]) fitness[0]: 1/(1+0+5+2) = 0.125 fitness[1]: 1/(1+0+0+1) = 0.5 fitness[2]: 1/(1+2+2+6) = 0.0909090909091 fitness[3]: 1/(1+1+3+2) = 0.142857142857 fitness[4]: 1/(1+2+6+4) = 0.0769230769231 fitness[5]: 1/(1+1+4+2) = 0.125 fitness[6]: 1/(1+1+5+3) = 0.1 fitness[7]: 1/(1+1+3+3) = 0.125 fitness[8]: 1/(1+1+8+3) = 0.0769230769231 fitness[9]: 1/(1+2+6+9) = 0.0555555555556Generasi ke-5
crommosom[0]: ([0,0,30],[1,2,4],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,0,15],[23,1,1],[24,1,11],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) crommosom[1]: ([0,0,30],[1,2,3],[2,2,34],[3,5,14],[4,1,35],[5,5,13],[6,1,35],[7,0,11],[8,5,4],[9,2,23],[10,4,33],[11,0,12],[12,4,26],[13,3,1],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,1,9],[19,3,9],[20,1,4],[21,4,34],[22,1,27],[23,4,11],[24,5,32],[25,5,9],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[2]: ([0,0,11],[1,1,23],[2,1,1],[3,3,9],[4,1,20],[5,5,7],[6,4,32],[7,0,11],[8,5,30],[9,3,14],[10,1,10],[11,4,35],[12,3,14],[13,0,16],[14,3,15],[15,0,19],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,4,30],[24,4,3],[25,4,6],[26,2,20],[27,1,21],[28,1,35],[29,5,9]) crommosom[3]: ([0,0,3],[1,3,8],[2,1,26],[3,5,28],[4,4,32],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,5,12],[16,4,5],[17,4,28],[18,2,15],[19,1,3],[20,2,30],[21,4,7],[22,1,17],[23,2,26],[24,1,1],[25,5,25],[26,1,26],[27,5,8],[28,4,18],[29,0,19]) crommosom[4]: ([0,0,14],[1,0,13],[2,3,20],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,3,13],[17,3,6],[18,5,6],[19,4,7],[20,5,2],[21,4,34],[22,5,1],[23,5,33],[24,1,1],[25,2,20],[26,1,26],[27,3,13],[28,0,7],[29,3,19]) crommosom[5]: ([0,0,3],[1,3,8],[2,0,19],[3,3,16],[4,5,32],[5,5,7],[6,3,24],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,35],[12,3,14],[13,5,16],[14,3,15],[15,0,19],[16,3,3],[17,1,10],[18,3,32],[19,5,18],[20,1,6],[21,4,34],[22,2,8],[23,5,33],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,7]) crommosom[6]: ([0,0,30],[1,0,34],[2,2,34],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,33],[9,5,14],[10,1,1],[11,5,35],[12,5,14],[13,2,33],[14,2,14],[15,0,19],[16,0,14],[17,5,22],[18,3,24],[19,0,16],[20,4,21],[21,4,34],[22,4,16],[23,5,33],[24,1,1],[25,5,27],[26,2,20],[27,0,4],[28,0,7],[29,5,9]) crommosom[7]: ([0,1,20],[1,0,18],[2,4,7],[3,5,8],[4,1,35],[5,3,35],[6,1,26],[7,0,32],[8,5,6],[9,1,35],[10,4,3],[11,0,12],[12,1,0],[13,5,4],[14,3,15],[15,1,27],[16,4,11],[17,1,20],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,5,32],[23,3,3],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,5,21],[29,2,29]) crommosom[8]: ([0,0,30],[1,2,3],[2,4,24],[3,1,34],[4,1,35],[5,5,13],[6,1,35],[7,0,11],[8,4,29],[9,0,12],[10,4,33],[11,0,12],[12,4,26],[13,3,1],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,1,9],[19,1,3],[20,2,30],[21,4,7],[22,1,17],[23,2,24],[24,1,16],[25,4,6],[26,1,18],[27,0,4],[28,1,34],[29,5,9]) crommosom[9]: ([0,3,26],[1,1,1],[2,1,28],[3,2,26],[4,2,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,4,19],[10,5,33],[11,2,29],[12,3,26],[13,1,15],[14,5,13],[15,2,11],[16,3,16],[17,4,28],[18,2,30],[19,4,27],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,1,1],[25,0,12],[26,2,13],[27,5,0],[28,2,7],[29,0,12]) fitness[0]: 1/(1+0+0+1) = 0.5 fitness[1]: 1/(1+1+3+2) = 0.142857142857 fitness[2]: 1/(1+1+3+3) = 0.125 fitness[3]: 1/(1+1+4+2) = 0.125 fitness[4]: 1/(1+0+5+2) = 0.125 fitness[5]: 1/(1+1+5+3) = 0.1 fitness[6]: 1/(1+2+2+6) = 0.0909090909091 fitness[7]: 1/(1+1+8+3) = 0.0769230769231 fitness[8]: 1/(1+2+6+4) = 0.0769230769231 fitness[9]: 1/(1+2+6+9) = 0.0555555555556Seleksi generasi ke-5
fitness_cumulation[0] : 0.5 fitness_cumulation[1] : 0.642857142857 fitness_cumulation[2] : 0.767857142857 fitness_cumulation[3] : 0.892857142857 fitness_cumulation[4] : 1.01785714286 fitness_cumulation[5] : 1.11785714286 fitness_cumulation[6] : 1.20876623377 fitness_cumulation[7] : 1.28568931069 fitness_cumulation[8] : 1.36261238761 fitness_cumulation[9] : 1.41816794317 pointer[0]: 0.117460696345 + 0 * 0.141816794317 = 0.117460696345 pointer[1]: 0.117460696345 + 1 * 0.141816794317 = 0.259277490661 pointer[2]: 0.117460696345 + 2 * 0.141816794317 = 0.401094284978 pointer[3]: 0.117460696345 + 3 * 0.141816794317 = 0.542911079295 pointer[4]: 0.117460696345 + 4 * 0.141816794317 = 0.684727873612 pointer[5]: 0.117460696345 + 5 * 0.141816794317 = 0.826544667929 pointer[6]: 0.117460696345 + 6 * 0.141816794317 = 0.968361462245 pointer[7]: 0.117460696345 + 7 * 0.141816794317 = 1.11017825656 pointer[8]: 0.117460696345 + 8 * 0.141816794317 = 1.25199505088 pointer[9]: 0.117460696345 + 9 * 0.141816794317 = 1.3938118452 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[0] selected_crommosom[3] = Crommosom[1] selected_crommosom[4] = Crommosom[2] selected_crommosom[5] = Crommosom[3] selected_crommosom[6] = Crommosom[4] selected_crommosom[7] = Crommosom[5] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,0,30],[1,2,4],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,0,15],[23,1,1],[24,1,11],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) crommosom[1]: ([0,0,30],[1,2,4],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,0,15],[23,1,1],[24,1,11],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) crommosom[2]: ([0,0,30],[1,2,4],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,0,15],[23,1,1],[24,1,11],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) crommosom[3]: ([0,0,30],[1,2,3],[2,2,34],[3,5,14],[4,1,35],[5,5,13],[6,1,35],[7,0,11],[8,5,4],[9,2,23],[10,4,33],[11,0,12],[12,4,26],[13,3,1],[14,5,17],[15,5,12],[16,4,17],[17,0,30],[18,1,9],[19,3,9],[20,1,4],[21,4,34],[22,1,27],[23,4,11],[24,5,32],[25,5,9],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[4]: ([0,0,11],[1,1,23],[2,1,1],[3,3,9],[4,1,20],[5,5,7],[6,4,32],[7,0,11],[8,5,30],[9,3,14],[10,1,10],[11,4,35],[12,3,14],[13,0,16],[14,3,15],[15,0,19],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,4,30],[24,4,3],[25,4,6],[26,2,20],[27,1,21],[28,1,35],[29,5,9]) crommosom[5]: ([0,0,3],[1,3,8],[2,1,26],[3,5,28],[4,4,32],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,5,12],[16,4,5],[17,4,28],[18,2,15],[19,1,3],[20,2,30],[21,4,7],[22,1,17],[23,2,26],[24,1,1],[25,5,25],[26,1,26],[27,5,8],[28,4,18],[29,0,19]) crommosom[6]: ([0,0,14],[1,0,13],[2,3,20],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,3,13],[17,3,6],[18,5,6],[19,4,7],[20,5,2],[21,4,34],[22,5,1],[23,5,33],[24,1,1],[25,2,20],[26,1,26],[27,3,13],[28,0,7],[29,3,19]) crommosom[7]: ([0,0,3],[1,3,8],[2,0,19],[3,3,16],[4,5,32],[5,5,7],[6,3,24],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,35],[12,3,14],[13,5,16],[14,3,15],[15,0,19],[16,3,3],[17,1,10],[18,3,32],[19,5,18],[20,1,6],[21,4,34],[22,2,8],[23,5,33],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,7]) crommosom[8]: ([0,1,20],[1,0,18],[2,4,7],[3,5,8],[4,1,35],[5,3,35],[6,1,26],[7,0,32],[8,5,6],[9,1,35],[10,4,3],[11,0,12],[12,1,0],[13,5,4],[14,3,15],[15,1,27],[16,4,11],[17,1,20],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,5,32],[23,3,3],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,5,21],[29,2,29]) crommosom[9]: ([0,3,26],[1,1,1],[2,1,28],[3,2,26],[4,2,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,4,19],[10,5,33],[11,2,29],[12,3,26],[13,1,15],[14,5,13],[15,2,11],[16,3,16],[17,4,28],[18,2,30],[19,4,27],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,1,1],[25,0,12],[26,2,13],[27,5,0],[28,2,7],[29,0,12]) fitness[0]: 1/(1+0+0+1) = 0.5 fitness[1]: 1/(1+0+0+1) = 0.5 fitness[2]: 1/(1+0+0+1) = 0.5 fitness[3]: 1/(1+1+3+2) = 0.142857142857 fitness[4]: 1/(1+1+3+3) = 0.125 fitness[5]: 1/(1+1+4+2) = 0.125 fitness[6]: 1/(1+0+5+2) = 0.125 fitness[7]: 1/(1+1+5+3) = 0.1 fitness[8]: 1/(1+1+8+3) = 0.0769230769231 fitness[9]: 1/(1+2+6+9) = 0.0555555555556Pindah silang generasi ke-5
parent[0] : 2 parent[1] : 3 parent[2] : 4 parent[3] : 5 parent[4] : 8 parent[5] : 9 crommosom[0]: ([0,0,30],[1,2,4],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,0,15],[23,1,1],[24,1,11],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) crommosom[1]: ([0,0,30],[1,2,4],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,0,15],[23,1,1],[24,1,11],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) crommosom[2]: ([0,0,30],[1,2,4],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,1,27],[23,4,11],[24,5,32],[25,5,9],[26,1,26],[27,3,13],[28,0,6],[29,3,19]) crommosom[3]: ([0,0,30],[1,1,23],[2,1,1],[3,3,9],[4,1,20],[5,5,7],[6,4,32],[7,0,11],[8,5,30],[9,3,14],[10,1,10],[11,4,35],[12,3,14],[13,0,16],[14,3,15],[15,0,19],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,4,30],[24,4,3],[25,4,6],[26,2,20],[27,1,21],[28,1,35],[29,5,9]) crommosom[4]: ([0,0,11],[1,1,23],[2,1,1],[3,3,9],[4,1,20],[5,5,7],[6,4,32],[7,0,11],[8,5,30],[9,3,14],[10,1,10],[11,4,35],[12,3,14],[13,0,16],[14,3,15],[15,0,19],[16,4,17],[17,0,30],[18,0,14],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,4,30],[24,4,3],[25,4,6],[26,1,26],[27,5,8],[28,4,18],[29,0,19]) crommosom[5]: ([0,0,3],[1,3,8],[2,1,26],[3,5,28],[4,4,32],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,1,27],[16,4,11],[17,1,20],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,5,32],[23,3,3],[24,1,1],[25,5,25],[26,1,26],[27,1,3],[28,5,21],[29,2,29]) crommosom[6]: ([0,0,14],[1,0,13],[2,3,20],[3,2,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,3,13],[17,3,6],[18,5,6],[19,4,7],[20,5,2],[21,4,34],[22,5,1],[23,5,33],[24,1,1],[25,2,20],[26,1,26],[27,3,13],[28,0,7],[29,3,19]) crommosom[7]: ([0,0,3],[1,3,8],[2,0,19],[3,3,16],[4,5,32],[5,5,7],[6,3,24],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,35],[12,3,14],[13,5,16],[14,3,15],[15,0,19],[16,3,3],[17,1,10],[18,3,32],[19,5,18],[20,1,6],[21,4,34],[22,2,8],[23,5,33],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,0,22],[29,5,7]) crommosom[8]: ([0,1,20],[1,0,18],[2,4,7],[3,5,8],[4,1,35],[5,3,35],[6,1,26],[7,0,32],[8,5,6],[9,1,35],[10,4,3],[11,0,12],[12,1,0],[13,5,4],[14,3,15],[15,1,27],[16,4,11],[17,1,20],[18,2,30],[19,4,27],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,1,1],[25,0,12],[26,2,13],[27,5,0],[28,2,7],[29,0,12]) crommosom[9]: ([0,3,26],[1,1,1],[2,1,28],[3,2,26],[4,2,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,4,19],[10,5,33],[11,2,29],[12,3,26],[13,1,15],[14,5,13],[15,2,11],[16,3,16],[17,4,28],[18,2,30],[19,4,27],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,1,1],[25,0,12],[26,2,13],[27,1,3],[28,2,11],[29,2,29]) fitness[0]: 1/(1+0+0+1) = 0.5 fitness[1]: 1/(1+0+0+1) = 0.5 fitness[2]: 1/(1+0+4+0) = 0.2 fitness[3]: 1/(1+1+3+3) = 0.125 fitness[4]: 1/(1+2+5+3) = 0.0909090909091 fitness[5]: 1/(1+0+4+1) = 0.166666666667 fitness[6]: 1/(1+0+5+2) = 0.125 fitness[7]: 1/(1+1+5+3) = 0.1 fitness[8]: 1/(1+1+9+6) = 0.0588235294118 fitness[9]: 1/(1+2+8+8) = 0.0526315789474Mutasi generasi ke-5
13 : [0, 12] 287 : [9, 16] 126 : [4, 5] 101 : [3, 10] 240 : [7, 29] 244 : [8, 3] 226 : [7, 15] 46 : [1, 15] 253 : [8, 12] 213 : [7, 2] 187 : [6, 6] 148 : [4, 27] 295 : [9, 24] 60 : [1, 29] 88 : [2, 27] 188 : [6, 7] 271 : [9, 0] 22 : [0, 21] 223 : [7, 12] 128 : [4, 7] 216 : [7, 5] 148 : [4, 27] 109 : [3, 18] 254 : [8, 13] 175 : [5, 24] 126 : [4, 5] 141 : [4, 20] 14 : [0, 13] 232 : [7, 21] 120 : [3, 29] 129 : [4, 8] 271 : [9, 0] 233 : [7, 22] 141 : [4, 20] 95 : [3, 4] 34 : [1, 3] 202 : [6, 21] 225 : [7, 14] 147 : [4, 26] 222 : [7, 11] 62 : [2, 1] 154 : [5, 3] 46 : [1, 15] 33 : [1, 2] 173 : [5, 22] 255 : [8, 14] 166 : [5, 15] 177 : [5, 26] 9 : [0, 8] 185 : [6, 4] 234 : [7, 23] 68 : [2, 7] 138 : [4, 17] 250 : [8, 9] 60 : [1, 29] 41 : [1, 10] 20 : [0, 19] 136 : [4, 15] 104 : [3, 13] 155 : [5, 4] 109 : [3, 18] 94 : [3, 3] 82 : [2, 21] 3 : [0, 2] 1 : [0, 0] 168 : [5, 17] 239 : [7, 28] 116 : [3, 25] 22 : [0, 21] 105 : [3, 14] 286 : [9, 15] 26 : [0, 25] 78 : [2, 17] 190 : [6, 9] 93 : [3, 2] crommosom[0]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,3,6],[9,3,13],[10,1,21],[11,4,8],[12,2,31],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,1,21],[20,5,2],[21,0,12],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) crommosom[1]: ([0,0,30],[1,2,4],[2,1,13],[3,5,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,4,8],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,4,13],[16,4,11],[17,1,20],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,0,15],[23,1,1],[24,1,11],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[2]: ([0,0,30],[1,0,16],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,2,23],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,5,32],[25,5,9],[26,1,26],[27,5,30],[28,0,6],[29,3,19]) crommosom[3]: ([0,0,30],[1,1,23],[2,2,16],[3,3,6],[4,3,9],[5,5,7],[6,4,32],[7,0,11],[8,5,30],[9,3,14],[10,1,3],[11,4,35],[12,3,14],[13,5,9],[14,3,30],[15,0,19],[16,4,17],[17,0,30],[18,1,4],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,4,30],[24,4,3],[25,3,15],[26,2,20],[27,1,21],[28,1,35],[29,3,16]) crommosom[4]: ([0,0,11],[1,1,23],[2,1,1],[3,3,9],[4,1,20],[5,2,20],[6,4,32],[7,1,1],[8,1,11],[9,3,14],[10,1,10],[11,4,35],[12,3,14],[13,0,16],[14,3,15],[15,5,24],[16,4,17],[17,1,26],[18,0,14],[19,1,3],[20,5,16],[21,4,7],[22,4,19],[23,4,30],[24,4,3],[25,4,6],[26,1,21],[27,1,31],[28,4,18],[29,0,19]) crommosom[5]: ([0,0,3],[1,3,8],[2,1,26],[3,0,8],[4,3,21],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,3,33],[23,3,3],[24,4,28],[25,5,25],[26,0,32],[27,1,3],[28,5,21],[29,2,29]) crommosom[6]: ([0,0,14],[1,0,13],[2,3,20],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,1],[8,1,30],[9,2,16],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,3,13],[17,3,6],[18,5,6],[19,4,7],[20,5,2],[21,2,1],[22,5,1],[23,5,33],[24,1,1],[25,2,20],[26,1,26],[27,3,13],[28,0,7],[29,3,19]) crommosom[7]: ([0,0,3],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,17],[6,3,24],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,3,6],[16,3,3],[17,1,10],[18,3,32],[19,5,18],[20,1,6],[21,0,8],[22,0,34],[23,3,34],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,1,20],[29,0,12]) crommosom[8]: ([0,1,20],[1,0,18],[2,4,7],[3,1,9],[4,1,35],[5,3,35],[6,1,26],[7,0,32],[8,5,6],[9,1,35],[10,4,3],[11,0,12],[12,5,24],[13,3,30],[14,4,33],[15,1,27],[16,4,11],[17,1,20],[18,2,30],[19,4,27],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,1,1],[25,0,12],[26,2,13],[27,5,0],[28,2,7],[29,0,12]) crommosom[9]: ([0,4,23],[1,1,1],[2,1,28],[3,2,26],[4,2,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,4,19],[10,5,33],[11,2,29],[12,3,26],[13,1,15],[14,5,13],[15,5,5],[16,0,17],[17,4,28],[18,2,30],[19,4,27],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,4,17],[25,0,12],[26,2,13],[27,1,3],[28,2,11],[29,2,29]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+1+2+2) = 0.166666666667 fitness[2]: 1/(1+0+3+0) = 0.25 fitness[3]: 1/(1+0+4+3) = 0.125 fitness[4]: 1/(1+3+6+4) = 0.0714285714286 fitness[5]: 1/(1+0+1+3) = 0.2 fitness[6]: 1/(1+1+4+3) = 0.111111111111 fitness[7]: 1/(1+3+3+4) = 0.0909090909091 fitness[8]: 1/(1+1+9+5) = 0.0625 fitness[9]: 1/(1+2+5+7) = 0.0666666666667Generasi ke-6
crommosom[0]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,3,6],[9,3,13],[10,1,21],[11,4,8],[12,2,31],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,1,21],[20,5,2],[21,0,12],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) crommosom[1]: ([0,0,30],[1,0,16],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,2,23],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,5,32],[25,5,9],[26,1,26],[27,5,30],[28,0,6],[29,3,19]) crommosom[2]: ([0,0,3],[1,3,8],[2,1,26],[3,0,8],[4,3,21],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,3,33],[23,3,3],[24,4,28],[25,5,25],[26,0,32],[27,1,3],[28,5,21],[29,2,29]) crommosom[3]: ([0,0,30],[1,2,4],[2,1,13],[3,5,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,4,8],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,4,13],[16,4,11],[17,1,20],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,0,15],[23,1,1],[24,1,11],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[4]: ([0,0,30],[1,1,23],[2,2,16],[3,3,6],[4,3,9],[5,5,7],[6,4,32],[7,0,11],[8,5,30],[9,3,14],[10,1,3],[11,4,35],[12,3,14],[13,5,9],[14,3,30],[15,0,19],[16,4,17],[17,0,30],[18,1,4],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,4,30],[24,4,3],[25,3,15],[26,2,20],[27,1,21],[28,1,35],[29,3,16]) crommosom[5]: ([0,0,14],[1,0,13],[2,3,20],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,1],[8,1,30],[9,2,16],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,3,13],[17,3,6],[18,5,6],[19,4,7],[20,5,2],[21,2,1],[22,5,1],[23,5,33],[24,1,1],[25,2,20],[26,1,26],[27,3,13],[28,0,7],[29,3,19]) crommosom[6]: ([0,0,3],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,17],[6,3,24],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,3,6],[16,3,3],[17,1,10],[18,3,32],[19,5,18],[20,1,6],[21,0,8],[22,0,34],[23,3,34],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,1,20],[29,0,12]) crommosom[7]: ([0,0,11],[1,1,23],[2,1,1],[3,3,9],[4,1,20],[5,2,20],[6,4,32],[7,1,1],[8,1,11],[9,3,14],[10,1,10],[11,4,35],[12,3,14],[13,0,16],[14,3,15],[15,5,24],[16,4,17],[17,1,26],[18,0,14],[19,1,3],[20,5,16],[21,4,7],[22,4,19],[23,4,30],[24,4,3],[25,4,6],[26,1,21],[27,1,31],[28,4,18],[29,0,19]) crommosom[8]: ([0,4,23],[1,1,1],[2,1,28],[3,2,26],[4,2,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,4,19],[10,5,33],[11,2,29],[12,3,26],[13,1,15],[14,5,13],[15,5,5],[16,0,17],[17,4,28],[18,2,30],[19,4,27],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,4,17],[25,0,12],[26,2,13],[27,1,3],[28,2,11],[29,2,29]) crommosom[9]: ([0,1,20],[1,0,18],[2,4,7],[3,1,9],[4,1,35],[5,3,35],[6,1,26],[7,0,32],[8,5,6],[9,1,35],[10,4,3],[11,0,12],[12,5,24],[13,3,30],[14,4,33],[15,1,27],[16,4,11],[17,1,20],[18,2,30],[19,4,27],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,1,1],[25,0,12],[26,2,13],[27,5,0],[28,2,7],[29,0,12]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+3+0) = 0.25 fitness[2]: 1/(1+0+1+3) = 0.2 fitness[3]: 1/(1+1+2+2) = 0.166666666667 fitness[4]: 1/(1+0+4+3) = 0.125 fitness[5]: 1/(1+1+4+3) = 0.111111111111 fitness[6]: 1/(1+3+3+4) = 0.0909090909091 fitness[7]: 1/(1+3+6+4) = 0.0714285714286 fitness[8]: 1/(1+2+5+7) = 0.0666666666667 fitness[9]: 1/(1+1+9+5) = 0.0625Seleksi generasi ke-6
fitness_cumulation[0] : 0.333333333333 fitness_cumulation[1] : 0.583333333333 fitness_cumulation[2] : 0.783333333333 fitness_cumulation[3] : 0.95 fitness_cumulation[4] : 1.075 fitness_cumulation[5] : 1.18611111111 fitness_cumulation[6] : 1.27702020202 fitness_cumulation[7] : 1.34844877345 fitness_cumulation[8] : 1.41511544012 fitness_cumulation[9] : 1.47761544012 pointer[0]: 0.0663839194521 + 0 * 0.147761544012 = 0.0663839194521 pointer[1]: 0.0663839194521 + 1 * 0.147761544012 = 0.214145463464 pointer[2]: 0.0663839194521 + 2 * 0.147761544012 = 0.361907007475 pointer[3]: 0.0663839194521 + 3 * 0.147761544012 = 0.509668551487 pointer[4]: 0.0663839194521 + 4 * 0.147761544012 = 0.657430095498 pointer[5]: 0.0663839194521 + 5 * 0.147761544012 = 0.80519163951 pointer[6]: 0.0663839194521 + 6 * 0.147761544012 = 0.952953183521 pointer[7]: 0.0663839194521 + 7 * 0.147761544012 = 1.10071472753 pointer[8]: 0.0663839194521 + 8 * 0.147761544012 = 1.24847627154 pointer[9]: 0.0663839194521 + 9 * 0.147761544012 = 1.39623781556 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[1] selected_crommosom[4] = Crommosom[2] selected_crommosom[5] = Crommosom[3] selected_crommosom[6] = Crommosom[4] selected_crommosom[7] = Crommosom[5] selected_crommosom[8] = Crommosom[6] selected_crommosom[9] = Crommosom[8] crommosom[0]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,3,6],[9,3,13],[10,1,21],[11,4,8],[12,2,31],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,1,21],[20,5,2],[21,0,12],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) crommosom[1]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,3,6],[9,3,13],[10,1,21],[11,4,8],[12,2,31],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,1,21],[20,5,2],[21,0,12],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) crommosom[2]: ([0,0,30],[1,0,16],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,2,23],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,5,32],[25,5,9],[26,1,26],[27,5,30],[28,0,6],[29,3,19]) crommosom[3]: ([0,0,30],[1,0,16],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,2,23],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,5,32],[25,5,9],[26,1,26],[27,5,30],[28,0,6],[29,3,19]) crommosom[4]: ([0,0,3],[1,3,8],[2,1,26],[3,0,8],[4,3,21],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,3,33],[23,3,3],[24,4,28],[25,5,25],[26,0,32],[27,1,3],[28,5,21],[29,2,29]) crommosom[5]: ([0,0,30],[1,2,4],[2,1,13],[3,5,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,1,30],[9,3,13],[10,4,8],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,4,13],[16,4,11],[17,1,20],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,0,15],[23,1,1],[24,1,11],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[6]: ([0,0,30],[1,1,23],[2,2,16],[3,3,6],[4,3,9],[5,5,7],[6,4,32],[7,0,11],[8,5,30],[9,3,14],[10,1,3],[11,4,35],[12,3,14],[13,5,9],[14,3,30],[15,0,19],[16,4,17],[17,0,30],[18,1,4],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,4,30],[24,4,3],[25,3,15],[26,2,20],[27,1,21],[28,1,35],[29,3,16]) crommosom[7]: ([0,0,14],[1,0,13],[2,3,20],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,1],[8,1,30],[9,2,16],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,3,13],[17,3,6],[18,5,6],[19,4,7],[20,5,2],[21,2,1],[22,5,1],[23,5,33],[24,1,1],[25,2,20],[26,1,26],[27,3,13],[28,0,7],[29,3,19]) crommosom[8]: ([0,0,3],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,17],[6,3,24],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,3,6],[16,3,3],[17,1,10],[18,3,32],[19,5,18],[20,1,6],[21,0,8],[22,0,34],[23,3,34],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,1,20],[29,0,12]) crommosom[9]: ([0,4,23],[1,1,1],[2,1,28],[3,2,26],[4,2,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,4,19],[10,5,33],[11,2,29],[12,3,26],[13,1,15],[14,5,13],[15,5,5],[16,0,17],[17,4,28],[18,2,30],[19,4,27],[20,2,6],[21,2,32],[22,1,27],[23,3,30],[24,4,17],[25,0,12],[26,2,13],[27,1,3],[28,2,11],[29,2,29]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+1+1) = 0.333333333333 fitness[2]: 1/(1+0+3+0) = 0.25 fitness[3]: 1/(1+0+3+0) = 0.25 fitness[4]: 1/(1+0+1+3) = 0.2 fitness[5]: 1/(1+1+2+2) = 0.166666666667 fitness[6]: 1/(1+0+4+3) = 0.125 fitness[7]: 1/(1+1+4+3) = 0.111111111111 fitness[8]: 1/(1+3+3+4) = 0.0909090909091 fitness[9]: 1/(1+2+5+7) = 0.0666666666667Pindah silang generasi ke-6
parent[0] : 0 parent[1] : 2 parent[2] : 4 parent[3] : 5 parent[4] : 6 parent[5] : 7 parent[6] : 9 crommosom[0]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,3,6],[9,3,13],[10,1,21],[11,4,8],[12,2,31],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,1,21],[20,5,2],[21,0,12],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,5,30],[28,0,6],[29,3,19]) crommosom[1]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,3,6],[9,3,13],[10,1,21],[11,4,8],[12,2,31],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,1,21],[20,5,2],[21,0,12],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) crommosom[2]: ([0,0,30],[1,0,16],[2,1,26],[3,0,8],[4,3,21],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,3,33],[23,3,3],[24,4,28],[25,5,25],[26,0,32],[27,1,3],[28,5,21],[29,2,29]) crommosom[3]: ([0,0,30],[1,0,16],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,2,23],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,5,32],[25,5,9],[26,1,26],[27,5,30],[28,0,6],[29,3,19]) crommosom[4]: ([0,0,3],[1,3,8],[2,1,26],[3,0,8],[4,3,21],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,0,15],[23,1,1],[24,1,11],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[5]: ([0,0,30],[1,2,4],[2,1,13],[3,5,25],[4,1,35],[5,5,7],[6,4,32],[7,0,11],[8,5,30],[9,3,14],[10,1,3],[11,4,35],[12,3,14],[13,5,9],[14,3,30],[15,0,19],[16,4,17],[17,0,30],[18,1,4],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,4,30],[24,4,3],[25,3,15],[26,2,20],[27,1,21],[28,1,35],[29,3,16]) crommosom[6]: ([0,0,30],[1,1,23],[2,2,16],[3,3,6],[4,3,9],[5,5,7],[6,4,32],[7,0,11],[8,5,30],[9,3,14],[10,1,3],[11,4,35],[12,3,14],[13,5,9],[14,3,30],[15,0,19],[16,4,17],[17,0,30],[18,1,4],[19,1,3],[20,1,6],[21,4,7],[22,4,19],[23,4,30],[24,4,3],[25,2,20],[26,1,26],[27,3,13],[28,0,7],[29,3,19]) crommosom[7]: ([0,0,14],[1,0,13],[2,3,20],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,1],[8,1,30],[9,2,16],[10,1,21],[11,4,8],[12,5,14],[13,2,26],[14,3,15],[15,1,27],[16,3,13],[17,3,6],[18,5,6],[19,4,7],[20,5,2],[21,2,1],[22,5,1],[23,5,33],[24,4,17],[25,0,12],[26,2,13],[27,1,3],[28,2,11],[29,2,29]) crommosom[8]: ([0,0,3],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,17],[6,3,24],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,3,6],[16,3,3],[17,1,10],[18,3,32],[19,5,18],[20,1,6],[21,0,8],[22,0,34],[23,3,34],[24,3,5],[25,1,16],[26,1,26],[27,3,13],[28,1,20],[29,0,12]) crommosom[9]: ([0,4,23],[1,1,1],[2,1,28],[3,2,26],[4,2,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,4,19],[10,5,33],[11,2,29],[12,3,26],[13,1,15],[14,5,13],[15,5,5],[16,0,17],[17,4,28],[18,2,30],[19,4,27],[20,2,6],[21,2,32],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,2,11],[29,2,29]) fitness[0]: 1/(1+0+1+0) = 0.5 fitness[1]: 1/(1+0+1+1) = 0.333333333333 fitness[2]: 1/(1+0+1+2) = 0.25 fitness[3]: 1/(1+0+3+0) = 0.25 fitness[4]: 1/(1+0+2+2) = 0.2 fitness[5]: 1/(1+0+5+3) = 0.111111111111 fitness[6]: 1/(1+0+4+2) = 0.142857142857 fitness[7]: 1/(1+1+2+4) = 0.125 fitness[8]: 1/(1+3+3+4) = 0.0909090909091 fitness[9]: 1/(1+2+5+5) = 0.0769230769231Mutasi generasi ke-6
66 : [2, 5] 88 : [2, 27] 192 : [6, 11] 178 : [5, 27] 203 : [6, 22] 281 : [9, 10] 170 : [5, 19] 263 : [8, 22] 223 : [7, 12] 269 : [8, 28] 187 : [6, 6] 238 : [7, 27] 91 : [3, 0] 203 : [6, 22] 59 : [1, 28] 117 : [3, 26] 70 : [2, 9] 161 : [5, 10] 92 : [3, 1] 207 : [6, 26] 267 : [8, 26] 173 : [5, 22] 226 : [7, 15] 283 : [9, 12] 11 : [0, 10] 69 : [2, 8] 300 : [9, 29] 247 : [8, 6] 54 : [1, 23] 33 : [1, 2] 134 : [4, 13] 122 : [4, 1] 84 : [2, 23] 212 : [7, 1] 84 : [2, 23] 202 : [6, 21] 246 : [8, 5] 86 : [2, 25] 285 : [9, 14] 164 : [5, 13] 292 : [9, 21] 256 : [8, 15] 294 : [9, 23] 196 : [6, 15] 164 : [5, 13] 257 : [8, 16] 293 : [9, 22] 40 : [1, 9] 260 : [8, 19] 145 : [4, 24] 200 : [6, 19] 92 : [3, 1] 294 : [9, 23] 131 : [4, 10] 185 : [6, 4] 166 : [5, 15] 143 : [4, 22] 115 : [3, 24] 28 : [0, 27] 236 : [7, 25] 171 : [5, 20] 266 : [8, 25] 44 : [1, 13] 187 : [6, 6] 9 : [0, 8] 191 : [6, 10] 36 : [1, 5] 89 : [2, 28] 135 : [4, 14] 158 : [5, 7] 22 : [0, 21] 19 : [0, 18] 104 : [3, 13] 272 : [9, 1] 117 : [3, 26] crommosom[0]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,4,34],[9,3,13],[10,2,14],[11,4,8],[12,2,31],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,3,10],[19,1,21],[20,5,2],[21,3,19],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,1,2],[28,0,6],[29,3,19]) crommosom[1]: ([0,0,20],[1,2,4],[2,3,15],[3,2,25],[4,1,35],[5,4,20],[6,4,32],[7,0,11],[8,3,6],[9,5,25],[10,1,21],[11,4,8],[12,2,31],[13,4,20],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,1,21],[20,5,2],[21,0,12],[22,0,15],[23,5,21],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[2]: ([0,0,30],[1,0,16],[2,1,26],[3,0,8],[4,3,21],[5,2,6],[6,0,23],[7,2,1],[8,4,5],[9,1,29],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[3]: ([0,3,6],[1,1,9],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,3,15],[15,3,7],[16,4,11],[17,2,23],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,2,5],[25,5,9],[26,1,34],[27,5,30],[28,0,6],[29,3,19]) crommosom[4]: ([0,0,3],[1,0,4],[2,1,26],[3,0,8],[4,3,21],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[5]: ([0,0,30],[1,2,4],[2,1,13],[3,5,25],[4,1,35],[5,5,7],[6,4,32],[7,0,3],[8,5,30],[9,3,14],[10,1,12],[11,4,35],[12,3,14],[13,1,33],[14,3,30],[15,1,17],[16,4,17],[17,0,30],[18,1,4],[19,0,10],[20,2,35],[21,4,7],[22,1,31],[23,4,30],[24,4,3],[25,3,15],[26,2,20],[27,5,18],[28,1,35],[29,3,16]) crommosom[6]: ([0,0,30],[1,1,23],[2,2,16],[3,3,6],[4,2,21],[5,5,7],[6,0,17],[7,0,11],[8,5,30],[9,3,14],[10,1,10],[11,0,13],[12,3,14],[13,5,9],[14,3,30],[15,5,6],[16,4,17],[17,0,30],[18,1,4],[19,2,11],[20,1,6],[21,5,4],[22,0,3],[23,4,30],[24,4,3],[25,2,20],[26,4,12],[27,3,13],[28,0,7],[29,3,19]) crommosom[7]: ([0,0,14],[1,4,32],[2,3,20],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,1],[8,1,30],[9,2,16],[10,1,21],[11,4,8],[12,3,13],[13,2,26],[14,3,15],[15,3,15],[16,3,13],[17,3,6],[18,5,6],[19,4,7],[20,5,2],[21,2,1],[22,5,1],[23,5,33],[24,4,17],[25,4,19],[26,2,13],[27,5,6],[28,2,11],[29,2,29]) crommosom[8]: ([0,0,3],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,3,23],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,5,24],[16,5,33],[17,1,10],[18,3,32],[19,5,24],[20,1,6],[21,0,8],[22,3,27],[23,3,34],[24,3,5],[25,4,10],[26,2,34],[27,3,13],[28,2,7],[29,0,12]) crommosom[9]: ([0,4,23],[1,1,6],[2,1,28],[3,2,26],[4,2,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,4,19],[10,3,30],[11,2,29],[12,1,20],[13,1,15],[14,5,22],[15,5,5],[16,0,17],[17,4,28],[18,2,30],[19,4,27],[20,2,6],[21,3,23],[22,4,32],[23,1,17],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,2,11],[29,0,16]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+0+4+3) = 0.125 fitness[2]: 1/(1+0+4+1) = 0.166666666667 fitness[3]: 1/(1+0+1+1) = 0.333333333333 fitness[4]: 1/(1+1+2+3) = 0.142857142857 fitness[5]: 1/(1+1+4+3) = 0.111111111111 fitness[6]: 1/(1+1+2+7) = 0.0909090909091 fitness[7]: 1/(1+2+5+5) = 0.0769230769231 fitness[8]: 1/(1+2+4+4) = 0.0909090909091 fitness[9]: 1/(1+2+3+5) = 0.0909090909091Generasi ke-7
crommosom[0]: ([0,3,6],[1,1,9],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,3,15],[15,3,7],[16,4,11],[17,2,23],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,2,5],[25,5,9],[26,1,34],[27,5,30],[28,0,6],[29,3,19]) crommosom[1]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,4,34],[9,3,13],[10,2,14],[11,4,8],[12,2,31],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,3,10],[19,1,21],[20,5,2],[21,3,19],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,1,2],[28,0,6],[29,3,19]) crommosom[2]: ([0,0,30],[1,0,16],[2,1,26],[3,0,8],[4,3,21],[5,2,6],[6,0,23],[7,2,1],[8,4,5],[9,1,29],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[3]: ([0,0,3],[1,0,4],[2,1,26],[3,0,8],[4,3,21],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[4]: ([0,0,20],[1,2,4],[2,3,15],[3,2,25],[4,1,35],[5,4,20],[6,4,32],[7,0,11],[8,3,6],[9,5,25],[10,1,21],[11,4,8],[12,2,31],[13,4,20],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,1,21],[20,5,2],[21,0,12],[22,0,15],[23,5,21],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[5]: ([0,0,30],[1,2,4],[2,1,13],[3,5,25],[4,1,35],[5,5,7],[6,4,32],[7,0,3],[8,5,30],[9,3,14],[10,1,12],[11,4,35],[12,3,14],[13,1,33],[14,3,30],[15,1,17],[16,4,17],[17,0,30],[18,1,4],[19,0,10],[20,2,35],[21,4,7],[22,1,31],[23,4,30],[24,4,3],[25,3,15],[26,2,20],[27,5,18],[28,1,35],[29,3,16]) crommosom[6]: ([0,4,23],[1,1,6],[2,1,28],[3,2,26],[4,2,28],[5,2,28],[6,4,20],[7,5,32],[8,0,14],[9,4,19],[10,3,30],[11,2,29],[12,1,20],[13,1,15],[14,5,22],[15,5,5],[16,0,17],[17,4,28],[18,2,30],[19,4,27],[20,2,6],[21,3,23],[22,4,32],[23,1,17],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,2,11],[29,0,16]) crommosom[7]: ([0,0,3],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,3,23],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,5,24],[16,5,33],[17,1,10],[18,3,32],[19,5,24],[20,1,6],[21,0,8],[22,3,27],[23,3,34],[24,3,5],[25,4,10],[26,2,34],[27,3,13],[28,2,7],[29,0,12]) crommosom[8]: ([0,0,30],[1,1,23],[2,2,16],[3,3,6],[4,2,21],[5,5,7],[6,0,17],[7,0,11],[8,5,30],[9,3,14],[10,1,10],[11,0,13],[12,3,14],[13,5,9],[14,3,30],[15,5,6],[16,4,17],[17,0,30],[18,1,4],[19,2,11],[20,1,6],[21,5,4],[22,0,3],[23,4,30],[24,4,3],[25,2,20],[26,4,12],[27,3,13],[28,0,7],[29,3,19]) crommosom[9]: ([0,0,14],[1,4,32],[2,3,20],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,1],[8,1,30],[9,2,16],[10,1,21],[11,4,8],[12,3,13],[13,2,26],[14,3,15],[15,3,15],[16,3,13],[17,3,6],[18,5,6],[19,4,7],[20,5,2],[21,2,1],[22,5,1],[23,5,33],[24,4,17],[25,4,19],[26,2,13],[27,5,6],[28,2,11],[29,2,29]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+2+1) = 0.25 fitness[2]: 1/(1+0+4+1) = 0.166666666667 fitness[3]: 1/(1+1+2+3) = 0.142857142857 fitness[4]: 1/(1+0+4+3) = 0.125 fitness[5]: 1/(1+1+4+3) = 0.111111111111 fitness[6]: 1/(1+2+3+5) = 0.0909090909091 fitness[7]: 1/(1+2+4+4) = 0.0909090909091 fitness[8]: 1/(1+1+2+7) = 0.0909090909091 fitness[9]: 1/(1+2+5+5) = 0.0769230769231Seleksi generasi ke-7
fitness_cumulation[0] : 0.333333333333 fitness_cumulation[1] : 0.583333333333 fitness_cumulation[2] : 0.75 fitness_cumulation[3] : 0.892857142857 fitness_cumulation[4] : 1.01785714286 fitness_cumulation[5] : 1.12896825397 fitness_cumulation[6] : 1.21987734488 fitness_cumulation[7] : 1.31078643579 fitness_cumulation[8] : 1.4016955267 fitness_cumulation[9] : 1.47861860362 pointer[0]: 0.0748597362288 + 0 * 0.147861860362 = 0.0748597362288 pointer[1]: 0.0748597362288 + 1 * 0.147861860362 = 0.222721596591 pointer[2]: 0.0748597362288 + 2 * 0.147861860362 = 0.370583456952 pointer[3]: 0.0748597362288 + 3 * 0.147861860362 = 0.518445317314 pointer[4]: 0.0748597362288 + 4 * 0.147861860362 = 0.666307177676 pointer[5]: 0.0748597362288 + 5 * 0.147861860362 = 0.814169038038 pointer[6]: 0.0748597362288 + 6 * 0.147861860362 = 0.9620308984 pointer[7]: 0.0748597362288 + 7 * 0.147861860362 = 1.10989275876 pointer[8]: 0.0748597362288 + 8 * 0.147861860362 = 1.25775461912 pointer[9]: 0.0748597362288 + 9 * 0.147861860362 = 1.40561647949 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[1] selected_crommosom[4] = Crommosom[2] selected_crommosom[5] = Crommosom[3] selected_crommosom[6] = Crommosom[4] selected_crommosom[7] = Crommosom[5] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,3,6],[1,1,9],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,3,15],[15,3,7],[16,4,11],[17,2,23],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,2,5],[25,5,9],[26,1,34],[27,5,30],[28,0,6],[29,3,19]) crommosom[1]: ([0,3,6],[1,1,9],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,3,15],[15,3,7],[16,4,11],[17,2,23],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,2,5],[25,5,9],[26,1,34],[27,5,30],[28,0,6],[29,3,19]) crommosom[2]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,4,34],[9,3,13],[10,2,14],[11,4,8],[12,2,31],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,3,10],[19,1,21],[20,5,2],[21,3,19],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,1,2],[28,0,6],[29,3,19]) crommosom[3]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,4,34],[9,3,13],[10,2,14],[11,4,8],[12,2,31],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,3,10],[19,1,21],[20,5,2],[21,3,19],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,1,2],[28,0,6],[29,3,19]) crommosom[4]: ([0,0,30],[1,0,16],[2,1,26],[3,0,8],[4,3,21],[5,2,6],[6,0,23],[7,2,1],[8,4,5],[9,1,29],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[5]: ([0,0,3],[1,0,4],[2,1,26],[3,0,8],[4,3,21],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[6]: ([0,0,20],[1,2,4],[2,3,15],[3,2,25],[4,1,35],[5,4,20],[6,4,32],[7,0,11],[8,3,6],[9,5,25],[10,1,21],[11,4,8],[12,2,31],[13,4,20],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,5,6],[19,1,21],[20,5,2],[21,0,12],[22,0,15],[23,5,21],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[7]: ([0,0,30],[1,2,4],[2,1,13],[3,5,25],[4,1,35],[5,5,7],[6,4,32],[7,0,3],[8,5,30],[9,3,14],[10,1,12],[11,4,35],[12,3,14],[13,1,33],[14,3,30],[15,1,17],[16,4,17],[17,0,30],[18,1,4],[19,0,10],[20,2,35],[21,4,7],[22,1,31],[23,4,30],[24,4,3],[25,3,15],[26,2,20],[27,5,18],[28,1,35],[29,3,16]) crommosom[8]: ([0,0,3],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,3,23],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,5,24],[16,5,33],[17,1,10],[18,3,32],[19,5,24],[20,1,6],[21,0,8],[22,3,27],[23,3,34],[24,3,5],[25,4,10],[26,2,34],[27,3,13],[28,2,7],[29,0,12]) crommosom[9]: ([0,0,14],[1,4,32],[2,3,20],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,1],[8,1,30],[9,2,16],[10,1,21],[11,4,8],[12,3,13],[13,2,26],[14,3,15],[15,3,15],[16,3,13],[17,3,6],[18,5,6],[19,4,7],[20,5,2],[21,2,1],[22,5,1],[23,5,33],[24,4,17],[25,4,19],[26,2,13],[27,5,6],[28,2,11],[29,2,29]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+1+1) = 0.333333333333 fitness[2]: 1/(1+0+2+1) = 0.25 fitness[3]: 1/(1+0+2+1) = 0.25 fitness[4]: 1/(1+0+4+1) = 0.166666666667 fitness[5]: 1/(1+1+2+3) = 0.142857142857 fitness[6]: 1/(1+0+4+3) = 0.125 fitness[7]: 1/(1+1+4+3) = 0.111111111111 fitness[8]: 1/(1+2+4+4) = 0.0909090909091 fitness[9]: 1/(1+2+5+5) = 0.0769230769231Pindah silang generasi ke-7
parent[0] : 1 parent[1] : 2 parent[2] : 3 parent[3] : 5 parent[4] : 6 parent[5] : 7 parent[6] : 8 parent[7] : 9 crommosom[0]: ([0,3,6],[1,1,9],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,3,15],[15,3,7],[16,4,11],[17,2,23],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,2,5],[25,5,9],[26,1,34],[27,5,30],[28,0,6],[29,3,19]) crommosom[1]: ([0,3,6],[1,1,9],[2,3,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,2,14],[11,4,8],[12,2,31],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,3,10],[19,1,21],[20,5,2],[21,3,19],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,1,2],[28,0,6],[29,3,19]) crommosom[2]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,4,34],[9,3,13],[10,2,14],[11,4,8],[12,2,31],[13,2,26],[14,3,15],[15,3,7],[16,4,11],[17,1,20],[18,3,10],[19,1,21],[20,5,2],[21,3,19],[22,0,15],[23,1,1],[24,1,11],[25,1,24],[26,1,26],[27,1,2],[28,0,6],[29,3,19]) crommosom[3]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,11],[8,4,34],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,4,34],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[4]: ([0,0,30],[1,0,16],[2,1,26],[3,0,8],[4,3,21],[5,2,6],[6,0,23],[7,2,1],[8,4,5],[9,1,29],[10,3,31],[11,0,6],[12,3,4],[13,0,15],[14,4,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[5]: ([0,0,3],[1,0,4],[2,1,26],[3,0,8],[4,3,21],[5,2,14],[6,0,23],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,0,12],[22,0,15],[23,5,21],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[6]: ([0,0,20],[1,2,4],[2,1,13],[3,5,25],[4,1,35],[5,5,7],[6,4,32],[7,0,3],[8,5,30],[9,3,14],[10,1,12],[11,4,35],[12,3,14],[13,1,33],[14,3,30],[15,1,17],[16,4,17],[17,0,30],[18,1,4],[19,0,10],[20,2,35],[21,4,7],[22,1,31],[23,4,30],[24,4,3],[25,3,15],[26,2,20],[27,5,18],[28,1,35],[29,3,16]) crommosom[7]: ([0,0,30],[1,2,4],[2,1,13],[3,3,16],[4,5,32],[5,5,5],[6,3,23],[7,0,11],[8,1,30],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,5,24],[16,5,33],[17,1,10],[18,3,32],[19,5,24],[20,1,6],[21,0,8],[22,3,27],[23,3,34],[24,3,5],[25,4,10],[26,2,34],[27,3,13],[28,2,7],[29,0,12]) crommosom[8]: ([0,0,3],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,2,27],[7,4,1],[8,1,30],[9,2,16],[10,1,21],[11,4,8],[12,3,13],[13,2,26],[14,3,15],[15,3,15],[16,3,13],[17,3,6],[18,5,6],[19,4,7],[20,5,2],[21,2,1],[22,5,1],[23,5,33],[24,4,17],[25,4,19],[26,2,13],[27,5,6],[28,2,11],[29,2,29]) crommosom[9]: ([0,0,14],[1,4,32],[2,3,20],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,1],[8,1,30],[9,2,16],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,3,15],[15,3,7],[16,4,11],[17,2,23],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,2,5],[25,5,9],[26,1,34],[27,5,30],[28,0,6],[29,3,19]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+1+1) = 0.333333333333 fitness[2]: 1/(1+0+2+1) = 0.25 fitness[3]: 1/(1+0+3+3) = 0.142857142857 fitness[4]: 1/(1+0+4+1) = 0.166666666667 fitness[5]: 1/(1+1+3+3) = 0.125 fitness[6]: 1/(1+1+3+3) = 0.125 fitness[7]: 1/(1+2+4+4) = 0.0909090909091 fitness[8]: 1/(1+1+7+4) = 0.0769230769231 fitness[9]: 1/(1+1+2+2) = 0.166666666667Mutasi generasi ke-7
84 : [2, 23] 167 : [5, 16] 185 : [6, 4] 73 : [2, 12] 227 : [7, 16] 125 : [4, 4] 209 : [6, 28] 2 : [0, 1] 285 : [9, 14] 4 : [0, 3] 112 : [3, 21] 53 : [1, 22] 152 : [5, 1] 273 : [9, 2] 112 : [3, 21] 54 : [1, 23] 268 : [8, 27] 299 : [9, 28] 133 : [4, 12] 154 : [5, 3] 234 : [7, 23] 77 : [2, 16] 76 : [2, 15] 254 : [8, 13] 172 : [5, 21] 213 : [7, 2] 79 : [2, 18] 122 : [4, 1] 30 : [0, 29] 187 : [6, 6] 23 : [0, 22] 219 : [7, 8] 43 : [1, 12] 278 : [9, 7] 98 : [3, 7] 30 : [0, 29] 198 : [6, 17] 210 : [6, 29] 68 : [2, 7] 57 : [1, 26] 181 : [6, 0] 250 : [8, 9] 18 : [0, 17] 237 : [7, 26] 278 : [9, 7] 254 : [8, 13] 217 : [7, 6] 135 : [4, 14] 7 : [0, 6] 266 : [8, 25] 165 : [5, 14] 237 : [7, 26] 259 : [8, 18] 6 : [0, 5] 33 : [1, 2] 211 : [7, 0] 152 : [5, 1] 234 : [7, 23] 279 : [9, 8] 17 : [0, 16] 234 : [7, 23] 52 : [1, 21] 289 : [9, 18] 89 : [2, 28] 27 : [0, 26] 202 : [6, 21] 43 : [1, 12] 47 : [1, 16] 124 : [4, 3] 41 : [1, 10] 157 : [5, 6] 50 : [1, 19] 272 : [9, 1] 239 : [7, 28] 189 : [6, 8] crommosom[0]: ([0,3,6],[1,3,16],[2,3,20],[3,5,9],[4,1,35],[5,5,28],[6,2,4],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,3,15],[15,3,7],[16,4,13],[17,3,5],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,2,5],[25,5,9],[26,0,25],[27,5,30],[28,0,6],[29,1,31]) crommosom[1]: ([0,3,6],[1,1,9],[2,5,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,0,14],[11,4,8],[12,1,30],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,1,20],[18,3,10],[19,0,31],[20,5,2],[21,0,26],[22,4,35],[23,4,19],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,19]) crommosom[2]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,5,31],[8,4,34],[9,3,13],[10,2,14],[11,4,8],[12,0,16],[13,2,26],[14,3,15],[15,3,28],[16,5,14],[17,1,20],[18,5,1],[19,1,21],[20,5,2],[21,3,19],[22,0,15],[23,1,28],[24,1,11],[25,1,24],[26,1,26],[27,1,2],[28,0,29],[29,3,19]) crommosom[3]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,3,33],[8,4,34],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,2,4],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[4]: ([0,0,30],[1,5,19],[2,1,26],[3,0,22],[4,2,25],[5,2,6],[6,0,23],[7,2,1],[8,4,5],[9,1,29],[10,3,31],[11,0,6],[12,2,18],[13,0,15],[14,1,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[5]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,27],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,13],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,0,15],[23,5,21],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[6]: ([0,4,8],[1,2,4],[2,1,13],[3,5,25],[4,3,14],[5,5,7],[6,4,14],[7,0,3],[8,2,35],[9,3,14],[10,1,12],[11,4,35],[12,3,14],[13,1,33],[14,3,30],[15,1,17],[16,4,17],[17,2,26],[18,1,4],[19,0,10],[20,2,35],[21,4,14],[22,1,31],[23,4,30],[24,4,3],[25,3,15],[26,2,20],[27,5,18],[28,3,3],[29,5,20]) crommosom[7]: ([0,4,16],[1,2,4],[2,5,20],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,5,24],[16,2,29],[17,1,10],[18,3,32],[19,5,24],[20,1,6],[21,0,8],[22,3,27],[23,2,23],[24,3,5],[25,4,10],[26,0,28],[27,3,13],[28,1,31],[29,0,12]) crommosom[8]: ([0,0,3],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,2,27],[7,4,1],[8,1,30],[9,2,2],[10,1,21],[11,4,8],[12,3,13],[13,5,28],[14,3,15],[15,3,15],[16,3,13],[17,3,6],[18,0,11],[19,4,7],[20,5,2],[21,2,1],[22,5,1],[23,5,33],[24,4,17],[25,3,26],[26,2,13],[27,2,5],[28,2,11],[29,2,29]) crommosom[9]: ([0,0,14],[1,5,31],[2,3,26],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,21],[8,5,26],[9,2,16],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,5,2],[15,3,7],[16,4,11],[17,2,23],[18,5,32],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,2,5],[25,5,9],[26,1,34],[27,5,30],[28,2,24],[29,3,19]) fitness[0]: 1/(1+1+3+3) = 0.125 fitness[1]: 1/(1+1+2+3) = 0.142857142857 fitness[2]: 1/(1+2+4+3) = 0.1 fitness[3]: 1/(1+0+2+4) = 0.142857142857 fitness[4]: 1/(1+0+3+2) = 0.166666666667 fitness[5]: 1/(1+0+1+1) = 0.333333333333 fitness[6]: 1/(1+1+6+7) = 0.0666666666667 fitness[7]: 1/(1+3+3+5) = 0.0833333333333 fitness[8]: 1/(1+1+5+4) = 0.0909090909091 fitness[9]: 1/(1+1+3+3) = 0.125Generasi ke-8
crommosom[0]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,27],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,13],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,0,15],[23,5,21],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[1]: ([0,0,30],[1,5,19],[2,1,26],[3,0,22],[4,2,25],[5,2,6],[6,0,23],[7,2,1],[8,4,5],[9,1,29],[10,3,31],[11,0,6],[12,2,18],[13,0,15],[14,1,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[2]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,3,33],[8,4,34],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,2,4],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[3]: ([0,3,6],[1,1,9],[2,5,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,0,14],[11,4,8],[12,1,30],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,1,20],[18,3,10],[19,0,31],[20,5,2],[21,0,26],[22,4,35],[23,4,19],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,19]) crommosom[4]: ([0,0,14],[1,5,31],[2,3,26],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,21],[8,5,26],[9,2,16],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,5,2],[15,3,7],[16,4,11],[17,2,23],[18,5,32],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,2,5],[25,5,9],[26,1,34],[27,5,30],[28,2,24],[29,3,19]) crommosom[5]: ([0,3,6],[1,3,16],[2,3,20],[3,5,9],[4,1,35],[5,5,28],[6,2,4],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,3,15],[15,3,7],[16,4,13],[17,3,5],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,2,5],[25,5,9],[26,0,25],[27,5,30],[28,0,6],[29,1,31]) crommosom[6]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,5,31],[8,4,34],[9,3,13],[10,2,14],[11,4,8],[12,0,16],[13,2,26],[14,3,15],[15,3,28],[16,5,14],[17,1,20],[18,5,1],[19,1,21],[20,5,2],[21,3,19],[22,0,15],[23,1,28],[24,1,11],[25,1,24],[26,1,26],[27,1,2],[28,0,29],[29,3,19]) crommosom[7]: ([0,0,3],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,2,27],[7,4,1],[8,1,30],[9,2,2],[10,1,21],[11,4,8],[12,3,13],[13,5,28],[14,3,15],[15,3,15],[16,3,13],[17,3,6],[18,0,11],[19,4,7],[20,5,2],[21,2,1],[22,5,1],[23,5,33],[24,4,17],[25,3,26],[26,2,13],[27,2,5],[28,2,11],[29,2,29]) crommosom[8]: ([0,4,16],[1,2,4],[2,5,20],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,5,24],[16,2,29],[17,1,10],[18,3,32],[19,5,24],[20,1,6],[21,0,8],[22,3,27],[23,2,23],[24,3,5],[25,4,10],[26,0,28],[27,3,13],[28,1,31],[29,0,12]) crommosom[9]: ([0,4,8],[1,2,4],[2,1,13],[3,5,25],[4,3,14],[5,5,7],[6,4,14],[7,0,3],[8,2,35],[9,3,14],[10,1,12],[11,4,35],[12,3,14],[13,1,33],[14,3,30],[15,1,17],[16,4,17],[17,2,26],[18,1,4],[19,0,10],[20,2,35],[21,4,14],[22,1,31],[23,4,30],[24,4,3],[25,3,15],[26,2,20],[27,5,18],[28,3,3],[29,5,20]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+3+2) = 0.166666666667 fitness[2]: 1/(1+0+2+4) = 0.142857142857 fitness[3]: 1/(1+1+2+3) = 0.142857142857 fitness[4]: 1/(1+1+3+3) = 0.125 fitness[5]: 1/(1+1+3+3) = 0.125 fitness[6]: 1/(1+2+4+3) = 0.1 fitness[7]: 1/(1+1+5+4) = 0.0909090909091 fitness[8]: 1/(1+3+3+5) = 0.0833333333333 fitness[9]: 1/(1+1+6+7) = 0.0666666666667Seleksi generasi ke-8
fitness_cumulation[0] : 0.333333333333 fitness_cumulation[1] : 0.5 fitness_cumulation[2] : 0.642857142857 fitness_cumulation[3] : 0.785714285714 fitness_cumulation[4] : 0.910714285714 fitness_cumulation[5] : 1.03571428571 fitness_cumulation[6] : 1.13571428571 fitness_cumulation[7] : 1.22662337662 fitness_cumulation[8] : 1.30995670996 fitness_cumulation[9] : 1.37662337662 pointer[0]: 0.0524155328609 + 0 * 0.137662337662 = 0.0524155328609 pointer[1]: 0.0524155328609 + 1 * 0.137662337662 = 0.190077870523 pointer[2]: 0.0524155328609 + 2 * 0.137662337662 = 0.327740208186 pointer[3]: 0.0524155328609 + 3 * 0.137662337662 = 0.465402545848 pointer[4]: 0.0524155328609 + 4 * 0.137662337662 = 0.60306488351 pointer[5]: 0.0524155328609 + 5 * 0.137662337662 = 0.740727221173 pointer[6]: 0.0524155328609 + 6 * 0.137662337662 = 0.878389558835 pointer[7]: 0.0524155328609 + 7 * 0.137662337662 = 1.0160518965 pointer[8]: 0.0524155328609 + 8 * 0.137662337662 = 1.15371423416 pointer[9]: 0.0524155328609 + 9 * 0.137662337662 = 1.29137657182 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[0] selected_crommosom[3] = Crommosom[1] selected_crommosom[4] = Crommosom[2] selected_crommosom[5] = Crommosom[3] selected_crommosom[6] = Crommosom[4] selected_crommosom[7] = Crommosom[5] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[8] crommosom[0]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,27],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,13],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,0,15],[23,5,21],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[1]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,27],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,13],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,0,15],[23,5,21],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[2]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,27],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,13],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,0,15],[23,5,21],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[3]: ([0,0,30],[1,5,19],[2,1,26],[3,0,22],[4,2,25],[5,2,6],[6,0,23],[7,2,1],[8,4,5],[9,1,29],[10,3,31],[11,0,6],[12,2,18],[13,0,15],[14,1,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[4]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,3,33],[8,4,34],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,2,4],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[5]: ([0,3,6],[1,1,9],[2,5,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,0,14],[11,4,8],[12,1,30],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,1,20],[18,3,10],[19,0,31],[20,5,2],[21,0,26],[22,4,35],[23,4,19],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,19]) crommosom[6]: ([0,0,14],[1,5,31],[2,3,26],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,21],[8,5,26],[9,2,16],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,5,2],[15,3,7],[16,4,11],[17,2,23],[18,5,32],[19,0,35],[20,5,2],[21,5,13],[22,1,27],[23,4,11],[24,2,5],[25,5,9],[26,1,34],[27,5,30],[28,2,24],[29,3,19]) crommosom[7]: ([0,3,6],[1,3,16],[2,3,20],[3,5,9],[4,1,35],[5,5,28],[6,2,4],[7,0,34],[8,1,30],[9,3,13],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,3,15],[15,3,7],[16,4,13],[17,3,5],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,2,5],[25,5,9],[26,0,25],[27,5,30],[28,0,6],[29,1,31]) crommosom[8]: ([0,0,3],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,2,27],[7,4,1],[8,1,30],[9,2,2],[10,1,21],[11,4,8],[12,3,13],[13,5,28],[14,3,15],[15,3,15],[16,3,13],[17,3,6],[18,0,11],[19,4,7],[20,5,2],[21,2,1],[22,5,1],[23,5,33],[24,4,17],[25,3,26],[26,2,13],[27,2,5],[28,2,11],[29,2,29]) crommosom[9]: ([0,4,16],[1,2,4],[2,5,20],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,5,24],[16,2,29],[17,1,10],[18,3,32],[19,5,24],[20,1,6],[21,0,8],[22,3,27],[23,2,23],[24,3,5],[25,4,10],[26,0,28],[27,3,13],[28,1,31],[29,0,12]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+1+1) = 0.333333333333 fitness[2]: 1/(1+0+1+1) = 0.333333333333 fitness[3]: 1/(1+0+3+2) = 0.166666666667 fitness[4]: 1/(1+0+2+4) = 0.142857142857 fitness[5]: 1/(1+1+2+3) = 0.142857142857 fitness[6]: 1/(1+1+3+3) = 0.125 fitness[7]: 1/(1+1+3+3) = 0.125 fitness[8]: 1/(1+1+5+4) = 0.0909090909091 fitness[9]: 1/(1+3+3+5) = 0.0833333333333Pindah silang generasi ke-8
parent[0] : 0 parent[1] : 1 parent[2] : 4 parent[3] : 6 parent[4] : 7 parent[5] : 8 parent[6] : 9 crommosom[0]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,27],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,13],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,0,15],[23,5,21],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[1]: ([0,0,3],[1,2,0],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,3,33],[8,4,34],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,2,4],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[2]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,27],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,13],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,0,15],[23,5,21],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[3]: ([0,0,30],[1,5,19],[2,1,26],[3,0,22],[4,2,25],[5,2,6],[6,0,23],[7,2,1],[8,4,5],[9,1,29],[10,3,31],[11,0,6],[12,2,18],[13,0,15],[14,1,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,4,7],[20,5,2],[21,4,10],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[4]: ([0,0,20],[1,2,4],[2,4,24],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,3,33],[8,4,34],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,2,4],[22,1,6],[23,4,11],[24,2,5],[25,5,9],[26,1,34],[27,5,30],[28,2,24],[29,3,19]) crommosom[5]: ([0,3,6],[1,1,9],[2,5,20],[3,2,25],[4,1,35],[5,5,33],[6,4,32],[7,0,34],[8,1,30],[9,3,13],[10,0,14],[11,4,8],[12,1,30],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,1,20],[18,3,10],[19,0,31],[20,5,2],[21,0,26],[22,4,35],[23,4,19],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,19]) crommosom[6]: ([0,0,14],[1,5,31],[2,3,26],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,21],[8,5,26],[9,2,16],[10,1,21],[11,4,8],[12,5,14],[13,3,0],[14,5,2],[15,3,7],[16,4,11],[17,2,23],[18,5,32],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,2,5],[25,5,9],[26,0,25],[27,5,30],[28,0,6],[29,1,31]) crommosom[7]: ([0,3,6],[1,3,16],[2,3,20],[3,5,9],[4,1,35],[5,5,28],[6,2,27],[7,4,1],[8,1,30],[9,2,2],[10,1,21],[11,4,8],[12,3,13],[13,5,28],[14,3,15],[15,3,15],[16,3,13],[17,3,6],[18,0,11],[19,4,7],[20,5,2],[21,2,1],[22,5,1],[23,5,33],[24,4,17],[25,3,26],[26,2,13],[27,2,5],[28,2,11],[29,2,29]) crommosom[8]: ([0,0,3],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,5,24],[16,2,29],[17,1,10],[18,3,32],[19,5,24],[20,1,6],[21,0,8],[22,3,27],[23,2,23],[24,3,5],[25,4,10],[26,0,28],[27,3,13],[28,1,31],[29,0,12]) crommosom[9]: ([0,4,16],[1,2,4],[2,5,20],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,5,24],[16,2,29],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,0,15],[23,5,21],[24,1,11],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+1+4) = 0.166666666667 fitness[2]: 1/(1+0+1+1) = 0.333333333333 fitness[3]: 1/(1+0+3+2) = 0.166666666667 fitness[4]: 1/(1+0+4+5) = 0.1 fitness[5]: 1/(1+1+2+3) = 0.142857142857 fitness[6]: 1/(1+1+3+3) = 0.125 fitness[7]: 1/(1+1+6+4) = 0.0833333333333 fitness[8]: 1/(1+3+3+4) = 0.0909090909091 fitness[9]: 1/(1+2+5+5) = 0.0769230769231Mutasi generasi ke-8
103 : [3, 12] 226 : [7, 15] 267 : [8, 26] 123 : [4, 2] 173 : [5, 22] 145 : [4, 24] 84 : [2, 23] 272 : [9, 1] 69 : [2, 8] 290 : [9, 19] 162 : [5, 11] 250 : [8, 9] 226 : [7, 15] 26 : [0, 25] 52 : [1, 21] 40 : [1, 9] 287 : [9, 16] 193 : [6, 12] 93 : [3, 2] 231 : [7, 20] 102 : [3, 11] 35 : [1, 4] 38 : [1, 7] 135 : [4, 14] 285 : [9, 14] 198 : [6, 17] 171 : [5, 20] 291 : [9, 20] 70 : [2, 9] 124 : [4, 3] 207 : [6, 26] 122 : [4, 1] 95 : [3, 4] 91 : [3, 0] 235 : [7, 24] 98 : [3, 7] 126 : [4, 5] 100 : [3, 9] 294 : [9, 23] 174 : [5, 23] 32 : [1, 1] 27 : [0, 26] 110 : [3, 19] 206 : [6, 25] 42 : [1, 11] 268 : [8, 27] 25 : [0, 24] 198 : [6, 17] 82 : [2, 21] 67 : [2, 6] 86 : [2, 25] 240 : [7, 29] 262 : [8, 21] 190 : [6, 9] 159 : [5, 8] 152 : [5, 1] 68 : [2, 7] 76 : [2, 15] 168 : [5, 17] 112 : [3, 21] 32 : [1, 1] 135 : [4, 14] 241 : [8, 0] 146 : [4, 25] 240 : [7, 29] 157 : [5, 6] 295 : [9, 24] 180 : [5, 29] 211 : [7, 0] 82 : [2, 21] 266 : [8, 25] 195 : [6, 14] 195 : [6, 14] 75 : [2, 14] 42 : [1, 11] crommosom[0]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,27],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,13],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,0,15],[23,5,21],[24,0,1],[25,2,18],[26,0,2],[27,1,3],[28,4,7],[29,2,29]) crommosom[1]: ([0,0,3],[1,5,27],[2,4,24],[3,2,25],[4,1,32],[5,5,33],[6,4,32],[7,0,35],[8,4,34],[9,3,32],[10,5,14],[11,1,28],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,0,25],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[2]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,0,26],[7,2,22],[8,5,16],[9,2,21],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,3,35],[22,0,15],[23,2,24],[24,1,11],[25,0,12],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[3]: ([0,0,16],[1,5,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,4,5],[9,1,21],[10,3,31],[11,2,25],[12,1,10],[13,0,15],[14,1,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,1,27],[20,5,2],[21,3,22],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[4]: ([0,0,20],[1,3,9],[2,1,3],[3,0,18],[4,1,35],[5,1,20],[6,4,32],[7,3,33],[8,4,34],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,3,35],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,2,4],[22,1,6],[23,4,11],[24,1,29],[25,0,32],[26,1,34],[27,5,30],[28,2,24],[29,3,19]) crommosom[5]: ([0,3,6],[1,1,16],[2,5,20],[3,2,25],[4,1,35],[5,5,33],[6,1,22],[7,0,34],[8,2,26],[9,3,13],[10,0,14],[11,2,27],[12,1,30],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,1,20],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[6]: ([0,0,14],[1,5,31],[2,3,26],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,21],[8,5,26],[9,1,11],[10,1,21],[11,4,8],[12,4,9],[13,3,0],[14,5,35],[15,3,7],[16,4,11],[17,2,10],[18,5,32],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,2,5],[25,3,32],[26,2,35],[27,5,30],[28,0,6],[29,1,31]) crommosom[7]: ([0,1,15],[1,3,16],[2,3,20],[3,5,9],[4,1,35],[5,5,28],[6,2,27],[7,4,1],[8,1,30],[9,2,2],[10,1,21],[11,4,8],[12,3,13],[13,5,28],[14,3,15],[15,0,11],[16,3,13],[17,3,6],[18,0,11],[19,4,7],[20,5,9],[21,2,1],[22,5,1],[23,5,33],[24,0,27],[25,3,26],[26,2,13],[27,2,5],[28,2,11],[29,4,11]) crommosom[8]: ([0,3,21],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,1,0],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,5,24],[16,2,29],[17,1,10],[18,3,32],[19,5,24],[20,1,6],[21,3,24],[22,3,27],[23,2,23],[24,3,5],[25,4,29],[26,1,12],[27,4,25],[28,1,31],[29,0,12]) crommosom[9]: ([0,4,16],[1,5,23],[2,5,20],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,5,24],[16,4,14],[17,0,10],[18,5,6],[19,0,20],[20,0,23],[21,4,27],[22,0,15],[23,3,34],[24,2,1],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) fitness[0]: 1/(1+1+2+3) = 0.142857142857 fitness[1]: 1/(1+1+2+5) = 0.111111111111 fitness[2]: 1/(1+2+2+2) = 0.142857142857 fitness[3]: 1/(1+0+4+4) = 0.111111111111 fitness[4]: 1/(1+0+3+5) = 0.111111111111 fitness[5]: 1/(1+1+3+3) = 0.125 fitness[6]: 1/(1+1+1+3) = 0.166666666667 fitness[7]: 1/(1+3+5+4) = 0.0769230769231 fitness[8]: 1/(1+2+4+5) = 0.0833333333333 fitness[9]: 1/(1+1+1+3) = 0.166666666667Generasi ke-9
crommosom[0]: ([0,0,14],[1,5,31],[2,3,26],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,21],[8,5,26],[9,1,11],[10,1,21],[11,4,8],[12,4,9],[13,3,0],[14,5,35],[15,3,7],[16,4,11],[17,2,10],[18,5,32],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,2,5],[25,3,32],[26,2,35],[27,5,30],[28,0,6],[29,1,31]) crommosom[1]: ([0,4,16],[1,5,23],[2,5,20],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,5,24],[16,4,14],[17,0,10],[18,5,6],[19,0,20],[20,0,23],[21,4,27],[22,0,15],[23,3,34],[24,2,1],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[2]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,27],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,13],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,0,15],[23,5,21],[24,0,1],[25,2,18],[26,0,2],[27,1,3],[28,4,7],[29,2,29]) crommosom[3]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,0,26],[7,2,22],[8,5,16],[9,2,21],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,3,35],[22,0,15],[23,2,24],[24,1,11],[25,0,12],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[4]: ([0,3,6],[1,1,16],[2,5,20],[3,2,25],[4,1,35],[5,5,33],[6,1,22],[7,0,34],[8,2,26],[9,3,13],[10,0,14],[11,2,27],[12,1,30],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,1,20],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[5]: ([0,0,20],[1,3,9],[2,1,3],[3,0,18],[4,1,35],[5,1,20],[6,4,32],[7,3,33],[8,4,34],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,3,35],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,2,4],[22,1,6],[23,4,11],[24,1,29],[25,0,32],[26,1,34],[27,5,30],[28,2,24],[29,3,19]) crommosom[6]: ([0,0,3],[1,5,27],[2,4,24],[3,2,25],[4,1,32],[5,5,33],[6,4,32],[7,0,35],[8,4,34],[9,3,32],[10,5,14],[11,1,28],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,0,25],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[7]: ([0,0,16],[1,5,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,4,5],[9,1,21],[10,3,31],[11,2,25],[12,1,10],[13,0,15],[14,1,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,1,27],[20,5,2],[21,3,22],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[8]: ([0,3,21],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,1,0],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,5,24],[16,2,29],[17,1,10],[18,3,32],[19,5,24],[20,1,6],[21,3,24],[22,3,27],[23,2,23],[24,3,5],[25,4,29],[26,1,12],[27,4,25],[28,1,31],[29,0,12]) crommosom[9]: ([0,1,15],[1,3,16],[2,3,20],[3,5,9],[4,1,35],[5,5,28],[6,2,27],[7,4,1],[8,1,30],[9,2,2],[10,1,21],[11,4,8],[12,3,13],[13,5,28],[14,3,15],[15,0,11],[16,3,13],[17,3,6],[18,0,11],[19,4,7],[20,5,9],[21,2,1],[22,5,1],[23,5,33],[24,0,27],[25,3,26],[26,2,13],[27,2,5],[28,2,11],[29,4,11]) fitness[0]: 1/(1+1+1+3) = 0.166666666667 fitness[1]: 1/(1+1+1+3) = 0.166666666667 fitness[2]: 1/(1+1+2+3) = 0.142857142857 fitness[3]: 1/(1+2+2+2) = 0.142857142857 fitness[4]: 1/(1+1+3+3) = 0.125 fitness[5]: 1/(1+0+3+5) = 0.111111111111 fitness[6]: 1/(1+1+2+5) = 0.111111111111 fitness[7]: 1/(1+0+4+4) = 0.111111111111 fitness[8]: 1/(1+2+4+5) = 0.0833333333333 fitness[9]: 1/(1+3+5+4) = 0.0769230769231Seleksi generasi ke-9
fitness_cumulation[0] : 0.166666666667 fitness_cumulation[1] : 0.333333333333 fitness_cumulation[2] : 0.47619047619 fitness_cumulation[3] : 0.619047619048 fitness_cumulation[4] : 0.744047619048 fitness_cumulation[5] : 0.855158730159 fitness_cumulation[6] : 0.96626984127 fitness_cumulation[7] : 1.07738095238 fitness_cumulation[8] : 1.16071428571 fitness_cumulation[9] : 1.23763736264 pointer[0]: 0.0458289816015 + 0 * 0.123763736264 = 0.0458289816015 pointer[1]: 0.0458289816015 + 1 * 0.123763736264 = 0.169592717865 pointer[2]: 0.0458289816015 + 2 * 0.123763736264 = 0.293356454129 pointer[3]: 0.0458289816015 + 3 * 0.123763736264 = 0.417120190393 pointer[4]: 0.0458289816015 + 4 * 0.123763736264 = 0.540883926656 pointer[5]: 0.0458289816015 + 5 * 0.123763736264 = 0.66464766292 pointer[6]: 0.0458289816015 + 6 * 0.123763736264 = 0.788411399184 pointer[7]: 0.0458289816015 + 7 * 0.123763736264 = 0.912175135448 pointer[8]: 0.0458289816015 + 8 * 0.123763736264 = 1.03593887171 pointer[9]: 0.0458289816015 + 9 * 0.123763736264 = 1.15970260798 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[1] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[8] crommosom[0]: ([0,0,14],[1,5,31],[2,3,26],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,21],[8,5,26],[9,1,11],[10,1,21],[11,4,8],[12,4,9],[13,3,0],[14,5,35],[15,3,7],[16,4,11],[17,2,10],[18,5,32],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,2,5],[25,3,32],[26,2,35],[27,5,30],[28,0,6],[29,1,31]) crommosom[1]: ([0,4,16],[1,5,23],[2,5,20],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,5,24],[16,4,14],[17,0,10],[18,5,6],[19,0,20],[20,0,23],[21,4,27],[22,0,15],[23,3,34],[24,2,1],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[2]: ([0,4,16],[1,5,23],[2,5,20],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,5,24],[16,4,14],[17,0,10],[18,5,6],[19,0,20],[20,0,23],[21,4,27],[22,0,15],[23,3,34],[24,2,1],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[3]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,27],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,13],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,0,15],[23,5,21],[24,0,1],[25,2,18],[26,0,2],[27,1,3],[28,4,7],[29,2,29]) crommosom[4]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,0,26],[7,2,22],[8,5,16],[9,2,21],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,3,35],[22,0,15],[23,2,24],[24,1,11],[25,0,12],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[5]: ([0,3,6],[1,1,16],[2,5,20],[3,2,25],[4,1,35],[5,5,33],[6,1,22],[7,0,34],[8,2,26],[9,3,13],[10,0,14],[11,2,27],[12,1,30],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,1,20],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[6]: ([0,0,20],[1,3,9],[2,1,3],[3,0,18],[4,1,35],[5,1,20],[6,4,32],[7,3,33],[8,4,34],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,3,35],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,2,4],[22,1,6],[23,4,11],[24,1,29],[25,0,32],[26,1,34],[27,5,30],[28,2,24],[29,3,19]) crommosom[7]: ([0,0,3],[1,5,27],[2,4,24],[3,2,25],[4,1,32],[5,5,33],[6,4,32],[7,0,35],[8,4,34],[9,3,32],[10,5,14],[11,1,28],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,0,25],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[8]: ([0,0,16],[1,5,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,4,5],[9,1,21],[10,3,31],[11,2,25],[12,1,10],[13,0,15],[14,1,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,1,27],[20,5,2],[21,3,22],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[9]: ([0,3,21],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,1,0],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,3,15],[15,5,24],[16,2,29],[17,1,10],[18,3,32],[19,5,24],[20,1,6],[21,3,24],[22,3,27],[23,2,23],[24,3,5],[25,4,29],[26,1,12],[27,4,25],[28,1,31],[29,0,12]) fitness[0]: 1/(1+1+1+3) = 0.166666666667 fitness[1]: 1/(1+1+1+3) = 0.166666666667 fitness[2]: 1/(1+1+1+3) = 0.166666666667 fitness[3]: 1/(1+1+2+3) = 0.142857142857 fitness[4]: 1/(1+2+2+2) = 0.142857142857 fitness[5]: 1/(1+1+3+3) = 0.125 fitness[6]: 1/(1+0+3+5) = 0.111111111111 fitness[7]: 1/(1+1+2+5) = 0.111111111111 fitness[8]: 1/(1+0+4+4) = 0.111111111111 fitness[9]: 1/(1+2+4+5) = 0.0833333333333Pindah silang generasi ke-9
parent[0] : 0 parent[1] : 3 parent[2] : 5 parent[3] : 6 parent[4] : 8 parent[5] : 9 crommosom[0]: ([0,0,14],[1,5,31],[2,3,26],[3,2,25],[4,1,30],[5,5,7],[6,2,27],[7,4,21],[8,5,26],[9,1,11],[10,1,21],[11,4,8],[12,4,9],[13,3,0],[14,1,14],[15,2,13],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,0,15],[23,5,21],[24,0,1],[25,2,18],[26,0,2],[27,1,3],[28,4,7],[29,2,29]) crommosom[1]: ([0,4,16],[1,5,23],[2,5,20],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,5,24],[16,4,14],[17,0,10],[18,5,6],[19,0,20],[20,0,23],[21,4,27],[22,0,15],[23,3,34],[24,2,1],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[2]: ([0,4,16],[1,5,23],[2,5,20],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,2,27],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,5,24],[16,4,14],[17,0,10],[18,5,6],[19,0,20],[20,0,23],[21,4,27],[22,0,15],[23,3,34],[24,2,1],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[3]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,27],[7,2,1],[8,5,4],[9,4,33],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,13],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,27],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[4]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,0,26],[7,2,22],[8,5,16],[9,2,21],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,3,35],[22,0,15],[23,2,24],[24,1,11],[25,0,12],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[5]: ([0,3,6],[1,1,16],[2,5,20],[3,2,25],[4,1,35],[5,5,33],[6,1,22],[7,0,34],[8,2,26],[9,3,13],[10,0,14],[11,2,27],[12,1,30],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,1,20],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,19]) crommosom[6]: ([0,0,20],[1,3,9],[2,1,3],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,4,5],[9,1,21],[10,3,31],[11,2,25],[12,1,10],[13,0,15],[14,1,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,1,27],[20,5,2],[21,3,22],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[7]: ([0,0,3],[1,5,27],[2,4,24],[3,2,25],[4,1,32],[5,5,33],[6,4,32],[7,0,35],[8,4,34],[9,3,32],[10,5,14],[11,1,28],[12,3,4],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,0,25],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[8]: ([0,0,16],[1,5,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,4,5],[9,1,21],[10,3,31],[11,2,25],[12,1,10],[13,0,15],[14,1,5],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,1,27],[20,5,2],[21,3,22],[22,3,27],[23,2,23],[24,3,5],[25,4,29],[26,1,12],[27,4,25],[28,1,31],[29,0,12]) crommosom[9]: ([0,3,21],[1,3,8],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,1,0],[10,1,10],[11,4,5],[12,4,9],[13,3,0],[14,5,35],[15,3,7],[16,4,11],[17,2,10],[18,5,32],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,2,5],[25,3,32],[26,2,35],[27,5,30],[28,0,6],[29,1,31]) fitness[0]: 1/(1+2+3+5) = 0.0909090909091 fitness[1]: 1/(1+1+1+3) = 0.166666666667 fitness[2]: 1/(1+1+1+3) = 0.166666666667 fitness[3]: 1/(1+1+3+2) = 0.142857142857 fitness[4]: 1/(1+2+2+2) = 0.142857142857 fitness[5]: 1/(1+1+3+3) = 0.125 fitness[6]: 1/(1+0+3+3) = 0.142857142857 fitness[7]: 1/(1+1+2+5) = 0.111111111111 fitness[8]: 1/(1+0+2+5) = 0.125 fitness[9]: 1/(1+1+5+3) = 0.1Mutasi generasi ke-9
40 : [1, 9] 70 : [2, 9] 200 : [6, 19] 196 : [6, 15] 145 : [4, 24] 285 : [9, 14] 279 : [9, 8] 17 : [0, 16] 257 : [8, 16] 251 : [8, 10] 65 : [2, 4] 76 : [2, 15] 151 : [5, 0] 101 : [3, 10] 257 : [8, 16] 154 : [5, 3] 31 : [1, 0] 35 : [1, 4] 106 : [3, 15] 100 : [3, 9] 12 : [0, 11] 22 : [0, 21] 41 : [1, 10] 150 : [4, 29] 14 : [0, 13] 127 : [4, 6] 85 : [2, 24] 260 : [8, 19] 96 : [3, 5] 28 : [0, 27] 84 : [2, 23] 4 : [0, 3] 157 : [5, 6] 142 : [4, 21] 156 : [5, 5] 42 : [1, 11] 85 : [2, 24] 264 : [8, 23] 297 : [9, 26] 139 : [4, 18] 42 : [1, 11] 70 : [2, 9] 299 : [9, 28] 279 : [9, 8] 112 : [3, 21] 55 : [1, 24] 261 : [8, 20] 161 : [5, 10] 88 : [2, 27] 150 : [4, 29] 144 : [4, 23] 83 : [2, 22] 289 : [9, 18] 202 : [6, 21] 272 : [9, 1] 211 : [7, 0] 147 : [4, 26] 163 : [5, 12] 219 : [7, 8] 111 : [3, 20] 166 : [5, 15] 168 : [5, 17] 121 : [4, 0] 180 : [5, 29] 189 : [6, 8] 1 : [0, 0] 258 : [8, 17] 144 : [4, 23] 223 : [7, 12] 191 : [6, 10] 187 : [6, 6] 252 : [8, 11] 155 : [5, 4] 194 : [6, 13] 49 : [1, 18] crommosom[0]: ([0,0,7],[1,5,31],[2,3,26],[3,5,27],[4,1,30],[5,5,7],[6,2,27],[7,4,21],[8,5,26],[9,1,11],[10,1,21],[11,2,26],[12,4,9],[13,2,22],[14,1,14],[15,2,13],[16,5,8],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,18],[22,0,15],[23,5,21],[24,0,1],[25,2,18],[26,0,2],[27,4,24],[28,4,7],[29,2,29]) crommosom[1]: ([0,2,21],[1,5,23],[2,5,20],[3,3,16],[4,3,16],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,1,1],[10,1,34],[11,4,28],[12,3,22],[13,5,16],[14,1,19],[15,5,24],[16,4,14],[17,0,10],[18,5,15],[19,0,20],[20,0,23],[21,4,27],[22,0,15],[23,3,34],[24,2,28],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[2]: ([0,4,16],[1,5,23],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,5,24],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,4,2],[16,4,14],[17,0,10],[18,5,6],[19,0,20],[20,0,23],[21,4,27],[22,2,30],[23,4,3],[24,1,23],[25,1,24],[26,1,26],[27,3,23],[28,4,7],[29,2,29]) crommosom[3]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,17],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,0,35],[21,2,28],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[4]: ([0,5,4],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,5],[7,2,22],[8,5,16],[9,2,21],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,3,35],[19,1,21],[20,5,2],[21,3,15],[22,0,15],[23,0,13],[24,4,23],[25,0,12],[26,4,22],[27,1,3],[28,4,7],[29,0,6]) crommosom[5]: ([0,2,13],[1,1,16],[2,5,20],[3,3,30],[4,4,17],[5,3,29],[6,0,33],[7,0,34],[8,2,26],[9,3,13],[10,3,6],[11,2,27],[12,2,9],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,18]) crommosom[6]: ([0,0,20],[1,3,9],[2,1,3],[3,0,22],[4,4,11],[5,2,6],[6,4,27],[7,4,6],[8,2,9],[9,1,21],[10,1,5],[11,2,25],[12,1,10],[13,2,0],[14,1,5],[15,1,18],[16,4,11],[17,0,10],[18,5,6],[19,1,29],[20,5,2],[21,2,1],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[7]: ([0,5,30],[1,5,27],[2,4,24],[3,2,25],[4,1,32],[5,5,33],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,5,14],[11,1,28],[12,5,0],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,0,25],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[8]: ([0,0,16],[1,5,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,4,5],[9,1,21],[10,2,25],[11,2,23],[12,1,10],[13,0,15],[14,1,5],[15,2,13],[16,3,13],[17,3,0],[18,5,6],[19,0,3],[20,4,1],[21,3,22],[22,3,27],[23,0,27],[24,3,5],[25,4,29],[26,1,12],[27,4,25],[28,1,31],[29,0,12]) crommosom[9]: ([0,3,21],[1,4,13],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,4,8],[9,1,0],[10,1,10],[11,4,5],[12,4,9],[13,3,0],[14,2,21],[15,3,7],[16,4,11],[17,2,10],[18,2,7],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,2,5],[25,3,32],[26,2,7],[27,5,30],[28,2,25],[29,1,31]) fitness[0]: 1/(1+2+3+8) = 0.0714285714286 fitness[1]: 1/(1+3+3+5) = 0.0833333333333 fitness[2]: 1/(1+2+3+5) = 0.0909090909091 fitness[3]: 1/(1+2+2+2) = 0.142857142857 fitness[4]: 1/(1+3+2+3) = 0.111111111111 fitness[5]: 1/(1+1+3+3) = 0.125 fitness[6]: 1/(1+0+5+3) = 0.111111111111 fitness[7]: 1/(1+2+2+8) = 0.0769230769231 fitness[8]: 1/(1+2+1+5) = 0.111111111111 fitness[9]: 1/(1+2+7+4) = 0.0714285714286Generasi ke-10
crommosom[0]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,17],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,0,35],[21,2,28],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,2,13],[1,1,16],[2,5,20],[3,3,30],[4,4,17],[5,3,29],[6,0,33],[7,0,34],[8,2,26],[9,3,13],[10,3,6],[11,2,27],[12,2,9],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,18]) crommosom[2]: ([0,0,16],[1,5,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,4,5],[9,1,21],[10,2,25],[11,2,23],[12,1,10],[13,0,15],[14,1,5],[15,2,13],[16,3,13],[17,3,0],[18,5,6],[19,0,3],[20,4,1],[21,3,22],[22,3,27],[23,0,27],[24,3,5],[25,4,29],[26,1,12],[27,4,25],[28,1,31],[29,0,12]) crommosom[3]: ([0,0,20],[1,3,9],[2,1,3],[3,0,22],[4,4,11],[5,2,6],[6,4,27],[7,4,6],[8,2,9],[9,1,21],[10,1,5],[11,2,25],[12,1,10],[13,2,0],[14,1,5],[15,1,18],[16,4,11],[17,0,10],[18,5,6],[19,1,29],[20,5,2],[21,2,1],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[4]: ([0,5,4],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,5],[7,2,22],[8,5,16],[9,2,21],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,3,35],[19,1,21],[20,5,2],[21,3,15],[22,0,15],[23,0,13],[24,4,23],[25,0,12],[26,4,22],[27,1,3],[28,4,7],[29,0,6]) crommosom[5]: ([0,4,16],[1,5,23],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,5,24],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,4,2],[16,4,14],[17,0,10],[18,5,6],[19,0,20],[20,0,23],[21,4,27],[22,2,30],[23,4,3],[24,1,23],[25,1,24],[26,1,26],[27,3,23],[28,4,7],[29,2,29]) crommosom[6]: ([0,2,21],[1,5,23],[2,5,20],[3,3,16],[4,3,16],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,1,1],[10,1,34],[11,4,28],[12,3,22],[13,5,16],[14,1,19],[15,5,24],[16,4,14],[17,0,10],[18,5,15],[19,0,20],[20,0,23],[21,4,27],[22,0,15],[23,3,34],[24,2,28],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[7]: ([0,5,30],[1,5,27],[2,4,24],[3,2,25],[4,1,32],[5,5,33],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,5,14],[11,1,28],[12,5,0],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,0,25],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[8]: ([0,3,21],[1,4,13],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,4,8],[9,1,0],[10,1,10],[11,4,5],[12,4,9],[13,3,0],[14,2,21],[15,3,7],[16,4,11],[17,2,10],[18,2,7],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,2,5],[25,3,32],[26,2,7],[27,5,30],[28,2,25],[29,1,31]) crommosom[9]: ([0,0,7],[1,5,31],[2,3,26],[3,5,27],[4,1,30],[5,5,7],[6,2,27],[7,4,21],[8,5,26],[9,1,11],[10,1,21],[11,2,26],[12,4,9],[13,2,22],[14,1,14],[15,2,13],[16,5,8],[17,0,10],[18,5,6],[19,1,21],[20,5,2],[21,4,18],[22,0,15],[23,5,21],[24,0,1],[25,2,18],[26,0,2],[27,4,24],[28,4,7],[29,2,29]) fitness[0]: 1/(1+2+2+2) = 0.142857142857 fitness[1]: 1/(1+1+3+3) = 0.125 fitness[2]: 1/(1+2+1+5) = 0.111111111111 fitness[3]: 1/(1+0+5+3) = 0.111111111111 fitness[4]: 1/(1+3+2+3) = 0.111111111111 fitness[5]: 1/(1+2+3+5) = 0.0909090909091 fitness[6]: 1/(1+3+3+5) = 0.0833333333333 fitness[7]: 1/(1+2+2+8) = 0.0769230769231 fitness[8]: 1/(1+2+7+4) = 0.0714285714286 fitness[9]: 1/(1+2+3+8) = 0.0714285714286Seleksi generasi ke-10
fitness_cumulation[0] : 0.142857142857 fitness_cumulation[1] : 0.267857142857 fitness_cumulation[2] : 0.378968253968 fitness_cumulation[3] : 0.490079365079 fitness_cumulation[4] : 0.60119047619 fitness_cumulation[5] : 0.6920995671 fitness_cumulation[6] : 0.775432900433 fitness_cumulation[7] : 0.852355977356 fitness_cumulation[8] : 0.923784548785 fitness_cumulation[9] : 0.995213120213 pointer[0]: 0.0154676376086 + 0 * 0.0995213120213 = 0.0154676376086 pointer[1]: 0.0154676376086 + 1 * 0.0995213120213 = 0.11498894963 pointer[2]: 0.0154676376086 + 2 * 0.0995213120213 = 0.214510261651 pointer[3]: 0.0154676376086 + 3 * 0.0995213120213 = 0.314031573673 pointer[4]: 0.0154676376086 + 4 * 0.0995213120213 = 0.413552885694 pointer[5]: 0.0154676376086 + 5 * 0.0995213120213 = 0.513074197715 pointer[6]: 0.0154676376086 + 6 * 0.0995213120213 = 0.612595509736 pointer[7]: 0.0154676376086 + 7 * 0.0995213120213 = 0.712116821758 pointer[8]: 0.0154676376086 + 8 * 0.0995213120213 = 0.811638133779 pointer[9]: 0.0154676376086 + 9 * 0.0995213120213 = 0.9111594458 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[8] crommosom[0]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,17],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,0,35],[21,2,28],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,17],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,0,35],[21,2,28],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[2]: ([0,2,13],[1,1,16],[2,5,20],[3,3,30],[4,4,17],[5,3,29],[6,0,33],[7,0,34],[8,2,26],[9,3,13],[10,3,6],[11,2,27],[12,2,9],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,18]) crommosom[3]: ([0,0,16],[1,5,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,4,5],[9,1,21],[10,2,25],[11,2,23],[12,1,10],[13,0,15],[14,1,5],[15,2,13],[16,3,13],[17,3,0],[18,5,6],[19,0,3],[20,4,1],[21,3,22],[22,3,27],[23,0,27],[24,3,5],[25,4,29],[26,1,12],[27,4,25],[28,1,31],[29,0,12]) crommosom[4]: ([0,0,20],[1,3,9],[2,1,3],[3,0,22],[4,4,11],[5,2,6],[6,4,27],[7,4,6],[8,2,9],[9,1,21],[10,1,5],[11,2,25],[12,1,10],[13,2,0],[14,1,5],[15,1,18],[16,4,11],[17,0,10],[18,5,6],[19,1,29],[20,5,2],[21,2,1],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[5]: ([0,5,4],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,5],[7,2,22],[8,5,16],[9,2,21],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,3,35],[19,1,21],[20,5,2],[21,3,15],[22,0,15],[23,0,13],[24,4,23],[25,0,12],[26,4,22],[27,1,3],[28,4,7],[29,0,6]) crommosom[6]: ([0,4,16],[1,5,23],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,5,24],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,4,2],[16,4,14],[17,0,10],[18,5,6],[19,0,20],[20,0,23],[21,4,27],[22,2,30],[23,4,3],[24,1,23],[25,1,24],[26,1,26],[27,3,23],[28,4,7],[29,2,29]) crommosom[7]: ([0,2,21],[1,5,23],[2,5,20],[3,3,16],[4,3,16],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,1,1],[10,1,34],[11,4,28],[12,3,22],[13,5,16],[14,1,19],[15,5,24],[16,4,14],[17,0,10],[18,5,15],[19,0,20],[20,0,23],[21,4,27],[22,0,15],[23,3,34],[24,2,28],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[8]: ([0,5,30],[1,5,27],[2,4,24],[3,2,25],[4,1,32],[5,5,33],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,5,14],[11,1,28],[12,5,0],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,0,25],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[9]: ([0,3,21],[1,4,13],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,4,8],[9,1,0],[10,1,10],[11,4,5],[12,4,9],[13,3,0],[14,2,21],[15,3,7],[16,4,11],[17,2,10],[18,2,7],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,2,5],[25,3,32],[26,2,7],[27,5,30],[28,2,25],[29,1,31]) fitness[0]: 1/(1+2+2+2) = 0.142857142857 fitness[1]: 1/(1+2+2+2) = 0.142857142857 fitness[2]: 1/(1+1+3+3) = 0.125 fitness[3]: 1/(1+2+1+5) = 0.111111111111 fitness[4]: 1/(1+0+5+3) = 0.111111111111 fitness[5]: 1/(1+3+2+3) = 0.111111111111 fitness[6]: 1/(1+2+3+5) = 0.0909090909091 fitness[7]: 1/(1+3+3+5) = 0.0833333333333 fitness[8]: 1/(1+2+2+8) = 0.0769230769231 fitness[9]: 1/(1+2+7+4) = 0.0714285714286Pindah silang generasi ke-10
parent[0] : 1 parent[1] : 2 parent[2] : 3 parent[3] : 5 parent[4] : 6 parent[5] : 7 parent[6] : 8 parent[7] : 9 crommosom[0]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,17],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,0,35],[21,2,28],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,0,3],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,17],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,3,4],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,18]) crommosom[2]: ([0,2,13],[1,1,16],[2,5,20],[3,3,30],[4,4,17],[5,3,29],[6,0,33],[7,0,34],[8,2,26],[9,3,13],[10,3,6],[11,2,27],[12,2,9],[13,2,26],[14,3,15],[15,3,7],[16,0,25],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,0,12]) crommosom[3]: ([0,0,16],[1,5,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,4,5],[9,1,21],[10,2,25],[11,2,23],[12,1,10],[13,0,15],[14,1,5],[15,2,13],[16,3,13],[17,0,10],[18,3,35],[19,1,21],[20,5,2],[21,3,15],[22,0,15],[23,0,13],[24,4,23],[25,0,12],[26,4,22],[27,1,3],[28,4,7],[29,0,6]) crommosom[4]: ([0,0,20],[1,3,9],[2,1,3],[3,0,22],[4,4,11],[5,2,6],[6,4,27],[7,4,6],[8,2,9],[9,1,21],[10,1,5],[11,2,25],[12,1,10],[13,2,0],[14,1,5],[15,1,18],[16,4,11],[17,0,10],[18,5,6],[19,1,29],[20,5,2],[21,2,1],[22,3,33],[23,4,11],[24,4,28],[25,4,26],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[5]: ([0,5,4],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,2,14],[6,5,5],[7,2,22],[8,5,16],[9,2,21],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,3,35],[19,0,20],[20,0,23],[21,4,27],[22,2,30],[23,4,3],[24,1,23],[25,1,24],[26,1,26],[27,3,23],[28,4,7],[29,2,29]) crommosom[6]: ([0,4,16],[1,5,23],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,5,24],[10,1,10],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,4,2],[16,4,14],[17,0,10],[18,5,6],[19,0,20],[20,0,23],[21,4,27],[22,2,30],[23,4,3],[24,1,23],[25,1,24],[26,1,26],[27,1,3],[28,4,7],[29,2,29]) crommosom[7]: ([0,2,21],[1,5,23],[2,5,20],[3,3,16],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,5,14],[11,1,28],[12,5,0],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,0,25],[22,1,6],[23,1,1],[24,2,28],[25,5,25],[26,1,26],[27,1,3],[28,2,11],[29,5,20]) crommosom[8]: ([0,5,30],[1,5,27],[2,4,24],[3,2,25],[4,1,32],[5,5,33],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,5,14],[11,1,28],[12,5,0],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,0,10],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,2,5],[25,3,32],[26,2,7],[27,5,30],[28,2,25],[29,1,31]) crommosom[9]: ([0,3,21],[1,4,13],[2,2,10],[3,3,16],[4,5,32],[5,5,5],[6,3,9],[7,0,11],[8,4,8],[9,1,0],[10,0,19],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,5,6],[19,1,21],[20,0,35],[21,2,28],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) fitness[0]: 1/(1+2+2+2) = 0.142857142857 fitness[1]: 1/(1+2+2+3) = 0.125 fitness[2]: 1/(1+1+3+4) = 0.111111111111 fitness[3]: 1/(1+3+5+6) = 0.0666666666667 fitness[4]: 1/(1+0+5+3) = 0.111111111111 fitness[5]: 1/(1+2+3+3) = 0.111111111111 fitness[6]: 1/(1+2+2+4) = 0.111111111111 fitness[7]: 1/(1+4+5+10) = 0.05 fitness[8]: 1/(1+3+8+8) = 0.05 fitness[9]: 1/(1+2+3+2) = 0.125Mutasi generasi ke-10
104 : [3, 13] 70 : [2, 9] 146 : [4, 25] 87 : [2, 26] 196 : [6, 15] 124 : [4, 3] 233 : [7, 22] 229 : [7, 18] 227 : [7, 16] 181 : [6, 0] 280 : [9, 9] 1 : [0, 0] 214 : [7, 3] 13 : [0, 12] 63 : [2, 2] 267 : [8, 26] 66 : [2, 5] 213 : [7, 2] 191 : [6, 10] 63 : [2, 2] 137 : [4, 16] 222 : [7, 11] 20 : [0, 19] 173 : [5, 22] 6 : [0, 5] 11 : [0, 10] 36 : [1, 5] 85 : [2, 24] 289 : [9, 18] 221 : [7, 10] 237 : [7, 26] 141 : [4, 20] 3 : [0, 2] 267 : [8, 26] 122 : [4, 1] 61 : [2, 0] 209 : [6, 28] 199 : [6, 18] 258 : [8, 17] 12 : [0, 11] 244 : [8, 3] 31 : [1, 0] 275 : [9, 4] 289 : [9, 18] 85 : [2, 24] 25 : [0, 24] 77 : [2, 16] 6 : [0, 5] 24 : [0, 23] 22 : [0, 21] 62 : [2, 1] 281 : [9, 10] 300 : [9, 29] 139 : [4, 18] 270 : [8, 29] 99 : [3, 8] 237 : [7, 26] 119 : [3, 28] 130 : [4, 9] 258 : [8, 17] 124 : [4, 3] 265 : [8, 24] 222 : [7, 11] 297 : [9, 26] 156 : [5, 5] 222 : [7, 11] 253 : [8, 12] 160 : [5, 9] 141 : [4, 20] 152 : [5, 1] 205 : [6, 24] 244 : [8, 3] 299 : [9, 28] 45 : [1, 14] 70 : [2, 9] crommosom[0]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,1,1],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,5,6],[19,1,31],[20,0,35],[21,0,19],[22,1,34],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,2,2],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,3,34],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,3,4],[13,2,26],[14,0,0],[15,3,7],[16,0,25],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,18]) crommosom[2]: ([0,0,6],[1,5,16],[2,3,1],[3,3,30],[4,4,17],[5,2,5],[6,0,33],[7,0,34],[8,2,26],[9,3,8],[10,3,6],[11,2,27],[12,2,9],[13,2,26],[14,3,15],[15,3,7],[16,3,21],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,4,15],[25,1,24],[26,5,6],[27,1,2],[28,0,6],[29,0,12]) crommosom[3]: ([0,0,16],[1,5,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,1,3],[9,1,21],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,2,13],[16,3,13],[17,0,10],[18,3,35],[19,1,21],[20,5,2],[21,3,15],[22,0,15],[23,0,13],[24,4,23],[25,0,12],[26,4,22],[27,1,3],[28,3,33],[29,0,6]) crommosom[4]: ([0,0,20],[1,5,28],[2,1,3],[3,5,4],[4,4,11],[5,2,6],[6,4,27],[7,4,6],[8,2,9],[9,3,1],[10,1,5],[11,2,25],[12,1,10],[13,2,0],[14,1,5],[15,1,18],[16,3,24],[17,0,10],[18,5,19],[19,1,29],[20,0,12],[21,2,1],[22,3,33],[23,4,11],[24,4,28],[25,1,11],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[5]: ([0,5,4],[1,0,2],[2,1,26],[3,2,16],[4,3,21],[5,1,10],[6,5,5],[7,2,22],[8,5,16],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,3,35],[19,0,20],[20,0,23],[21,4,27],[22,1,18],[23,4,3],[24,1,23],[25,1,24],[26,1,26],[27,3,23],[28,4,7],[29,2,29]) crommosom[6]: ([0,1,8],[1,5,23],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,5,24],[10,5,27],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,3,24],[16,4,14],[17,0,10],[18,2,2],[19,0,20],[20,0,23],[21,4,27],[22,2,30],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,1,3],[28,0,27],[29,2,29]) crommosom[7]: ([0,2,21],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,13],[16,0,20],[17,0,10],[18,3,33],[19,0,35],[20,5,2],[21,0,25],[22,0,17],[23,1,1],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,2,11],[29,5,20]) crommosom[8]: ([0,5,30],[1,5,27],[2,4,24],[3,1,30],[4,1,32],[5,5,33],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,5,14],[11,1,28],[12,1,5],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,4,6],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,5,6],[25,3,32],[26,5,11],[27,5,30],[28,2,25],[29,1,7]) crommosom[9]: ([0,3,21],[1,4,13],[2,2,10],[3,3,16],[4,2,16],[5,5,5],[6,3,9],[7,0,11],[8,4,8],[9,3,10],[10,0,30],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,1,15],[19,1,21],[20,0,35],[21,2,28],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,1,2],[27,1,2],[28,0,24],[29,5,8]) fitness[0]: 1/(1+1+1+3) = 0.166666666667 fitness[1]: 1/(1+2+2+3) = 0.125 fitness[2]: 1/(1+0+3+3) = 0.142857142857 fitness[3]: 1/(1+3+4+6) = 0.0714285714286 fitness[4]: 1/(1+0+4+4) = 0.111111111111 fitness[5]: 1/(1+2+2+3) = 0.125 fitness[6]: 1/(1+1+1+4) = 0.142857142857 fitness[7]: 1/(1+1+2+3) = 0.142857142857 fitness[8]: 1/(1+2+8+8) = 0.0526315789474 fitness[9]: 1/(1+2+1+4) = 0.125Generasi ke-11
crommosom[0]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,1,1],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,5,6],[19,1,31],[20,0,35],[21,0,19],[22,1,34],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,2,21],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,13],[16,0,20],[17,0,10],[18,3,33],[19,0,35],[20,5,2],[21,0,25],[22,0,17],[23,1,1],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,2,11],[29,5,20]) crommosom[2]: ([0,0,6],[1,5,16],[2,3,1],[3,3,30],[4,4,17],[5,2,5],[6,0,33],[7,0,34],[8,2,26],[9,3,8],[10,3,6],[11,2,27],[12,2,9],[13,2,26],[14,3,15],[15,3,7],[16,3,21],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,4,15],[25,1,24],[26,5,6],[27,1,2],[28,0,6],[29,0,12]) crommosom[3]: ([0,1,8],[1,5,23],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,5,24],[10,5,27],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,3,24],[16,4,14],[17,0,10],[18,2,2],[19,0,20],[20,0,23],[21,4,27],[22,2,30],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,1,3],[28,0,27],[29,2,29]) crommosom[4]: ([0,5,4],[1,0,2],[2,1,26],[3,2,16],[4,3,21],[5,1,10],[6,5,5],[7,2,22],[8,5,16],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,3,35],[19,0,20],[20,0,23],[21,4,27],[22,1,18],[23,4,3],[24,1,23],[25,1,24],[26,1,26],[27,3,23],[28,4,7],[29,2,29]) crommosom[5]: ([0,3,21],[1,4,13],[2,2,10],[3,3,16],[4,2,16],[5,5,5],[6,3,9],[7,0,11],[8,4,8],[9,3,10],[10,0,30],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,1,15],[19,1,21],[20,0,35],[21,2,28],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,1,2],[27,1,2],[28,0,24],[29,5,8]) crommosom[6]: ([0,2,2],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,3,34],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,3,4],[13,2,26],[14,0,0],[15,3,7],[16,0,25],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,18]) crommosom[7]: ([0,0,20],[1,5,28],[2,1,3],[3,5,4],[4,4,11],[5,2,6],[6,4,27],[7,4,6],[8,2,9],[9,3,1],[10,1,5],[11,2,25],[12,1,10],[13,2,0],[14,1,5],[15,1,18],[16,3,24],[17,0,10],[18,5,19],[19,1,29],[20,0,12],[21,2,1],[22,3,33],[23,4,11],[24,4,28],[25,1,11],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[8]: ([0,0,16],[1,5,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,1,3],[9,1,21],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,2,13],[16,3,13],[17,0,10],[18,3,35],[19,1,21],[20,5,2],[21,3,15],[22,0,15],[23,0,13],[24,4,23],[25,0,12],[26,4,22],[27,1,3],[28,3,33],[29,0,6]) crommosom[9]: ([0,5,30],[1,5,27],[2,4,24],[3,1,30],[4,1,32],[5,5,33],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,5,14],[11,1,28],[12,1,5],[13,2,31],[14,1,11],[15,2,13],[16,4,11],[17,4,6],[18,5,6],[19,0,35],[20,5,2],[21,5,13],[22,3,8],[23,4,11],[24,5,6],[25,3,32],[26,5,11],[27,5,30],[28,2,25],[29,1,7]) fitness[0]: 1/(1+1+1+3) = 0.166666666667 fitness[1]: 1/(1+1+2+3) = 0.142857142857 fitness[2]: 1/(1+0+3+3) = 0.142857142857 fitness[3]: 1/(1+1+1+4) = 0.142857142857 fitness[4]: 1/(1+2+2+3) = 0.125 fitness[5]: 1/(1+2+1+4) = 0.125 fitness[6]: 1/(1+2+2+3) = 0.125 fitness[7]: 1/(1+0+4+4) = 0.111111111111 fitness[8]: 1/(1+3+4+6) = 0.0714285714286 fitness[9]: 1/(1+2+8+8) = 0.0526315789474Seleksi generasi ke-11
fitness_cumulation[0] : 0.166666666667 fitness_cumulation[1] : 0.309523809524 fitness_cumulation[2] : 0.452380952381 fitness_cumulation[3] : 0.595238095238 fitness_cumulation[4] : 0.720238095238 fitness_cumulation[5] : 0.845238095238 fitness_cumulation[6] : 0.970238095238 fitness_cumulation[7] : 1.08134920635 fitness_cumulation[8] : 1.15277777778 fitness_cumulation[9] : 1.20540935673 pointer[0]: 0.0593829769938 + 0 * 0.120540935673 = 0.0593829769938 pointer[1]: 0.0593829769938 + 1 * 0.120540935673 = 0.179923912666 pointer[2]: 0.0593829769938 + 2 * 0.120540935673 = 0.300464848339 pointer[3]: 0.0593829769938 + 3 * 0.120540935673 = 0.421005784011 pointer[4]: 0.0593829769938 + 4 * 0.120540935673 = 0.541546719684 pointer[5]: 0.0593829769938 + 5 * 0.120540935673 = 0.662087655356 pointer[6]: 0.0593829769938 + 6 * 0.120540935673 = 0.782628591029 pointer[7]: 0.0593829769938 + 7 * 0.120540935673 = 0.903169526701 pointer[8]: 0.0593829769938 + 8 * 0.120540935673 = 1.02371046237 pointer[9]: 0.0593829769938 + 9 * 0.120540935673 = 1.14425139805 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[1] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[8] crommosom[0]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,1,1],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,5,6],[19,1,31],[20,0,35],[21,0,19],[22,1,34],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,2,21],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,13],[16,0,20],[17,0,10],[18,3,33],[19,0,35],[20,5,2],[21,0,25],[22,0,17],[23,1,1],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,2,11],[29,5,20]) crommosom[2]: ([0,2,21],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,13],[16,0,20],[17,0,10],[18,3,33],[19,0,35],[20,5,2],[21,0,25],[22,0,17],[23,1,1],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,2,11],[29,5,20]) crommosom[3]: ([0,0,6],[1,5,16],[2,3,1],[3,3,30],[4,4,17],[5,2,5],[6,0,33],[7,0,34],[8,2,26],[9,3,8],[10,3,6],[11,2,27],[12,2,9],[13,2,26],[14,3,15],[15,3,7],[16,3,21],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,4,15],[25,1,24],[26,5,6],[27,1,2],[28,0,6],[29,0,12]) crommosom[4]: ([0,1,8],[1,5,23],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,5,24],[10,5,27],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,3,24],[16,4,14],[17,0,10],[18,2,2],[19,0,20],[20,0,23],[21,4,27],[22,2,30],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,1,3],[28,0,27],[29,2,29]) crommosom[5]: ([0,5,4],[1,0,2],[2,1,26],[3,2,16],[4,3,21],[5,1,10],[6,5,5],[7,2,22],[8,5,16],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,3,35],[19,0,20],[20,0,23],[21,4,27],[22,1,18],[23,4,3],[24,1,23],[25,1,24],[26,1,26],[27,3,23],[28,4,7],[29,2,29]) crommosom[6]: ([0,3,21],[1,4,13],[2,2,10],[3,3,16],[4,2,16],[5,5,5],[6,3,9],[7,0,11],[8,4,8],[9,3,10],[10,0,30],[11,0,6],[12,3,4],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,1,15],[19,1,21],[20,0,35],[21,2,28],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,1,2],[27,1,2],[28,0,24],[29,5,8]) crommosom[7]: ([0,2,2],[1,2,0],[2,1,26],[3,2,16],[4,3,21],[5,3,34],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,3,4],[13,2,26],[14,0,0],[15,3,7],[16,0,25],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,18]) crommosom[8]: ([0,0,20],[1,5,28],[2,1,3],[3,5,4],[4,4,11],[5,2,6],[6,4,27],[7,4,6],[8,2,9],[9,3,1],[10,1,5],[11,2,25],[12,1,10],[13,2,0],[14,1,5],[15,1,18],[16,3,24],[17,0,10],[18,5,19],[19,1,29],[20,0,12],[21,2,1],[22,3,33],[23,4,11],[24,4,28],[25,1,11],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[9]: ([0,0,16],[1,5,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,1,3],[9,1,21],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,2,13],[16,3,13],[17,0,10],[18,3,35],[19,1,21],[20,5,2],[21,3,15],[22,0,15],[23,0,13],[24,4,23],[25,0,12],[26,4,22],[27,1,3],[28,3,33],[29,0,6]) fitness[0]: 1/(1+1+1+3) = 0.166666666667 fitness[1]: 1/(1+1+2+3) = 0.142857142857 fitness[2]: 1/(1+1+2+3) = 0.142857142857 fitness[3]: 1/(1+0+3+3) = 0.142857142857 fitness[4]: 1/(1+1+1+4) = 0.142857142857 fitness[5]: 1/(1+2+2+3) = 0.125 fitness[6]: 1/(1+2+1+4) = 0.125 fitness[7]: 1/(1+2+2+3) = 0.125 fitness[8]: 1/(1+0+4+4) = 0.111111111111 fitness[9]: 1/(1+3+4+6) = 0.0714285714286Pindah silang generasi ke-11
parent[0] : 1 parent[1] : 3 parent[2] : 5 parent[3] : 6 parent[4] : 7 parent[5] : 8 crommosom[0]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,1,1],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,3,11],[17,0,10],[18,5,6],[19,1,31],[20,0,35],[21,0,19],[22,1,34],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,2,21],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,13],[16,3,21],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,4,15],[25,1,24],[26,5,6],[27,1,2],[28,0,6],[29,0,12]) crommosom[2]: ([0,2,21],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,13],[16,0,20],[17,0,10],[18,3,33],[19,0,35],[20,5,2],[21,0,25],[22,0,17],[23,1,1],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,2,11],[29,5,20]) crommosom[3]: ([0,0,6],[1,5,16],[2,3,1],[3,3,30],[4,4,17],[5,2,5],[6,0,33],[7,0,34],[8,2,26],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,3,35],[19,0,20],[20,0,23],[21,4,27],[22,1,18],[23,4,3],[24,1,23],[25,1,24],[26,1,26],[27,3,23],[28,4,7],[29,2,29]) crommosom[4]: ([0,1,8],[1,5,23],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,5,24],[10,5,27],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,3,24],[16,4,14],[17,0,10],[18,2,2],[19,0,20],[20,0,23],[21,4,27],[22,2,30],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,1,3],[28,0,27],[29,2,29]) crommosom[5]: ([0,5,4],[1,0,2],[2,1,26],[3,2,16],[4,3,21],[5,1,10],[6,5,5],[7,2,22],[8,5,16],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,3,35],[19,0,20],[20,0,23],[21,4,27],[22,1,18],[23,5,2],[24,1,11],[25,1,24],[26,1,2],[27,1,2],[28,0,24],[29,5,8]) crommosom[6]: ([0,3,21],[1,4,13],[2,2,10],[3,3,16],[4,3,21],[5,3,34],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,3,4],[13,2,26],[14,0,0],[15,3,7],[16,0,25],[17,5,24],[18,3,10],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,1,11],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,18]) crommosom[7]: ([0,2,2],[1,2,0],[2,1,26],[3,2,16],[4,4,11],[5,2,6],[6,4,27],[7,4,6],[8,2,9],[9,3,1],[10,1,5],[11,2,25],[12,1,10],[13,2,0],[14,1,5],[15,1,18],[16,3,24],[17,0,10],[18,5,19],[19,1,29],[20,0,12],[21,2,1],[22,3,33],[23,4,11],[24,4,28],[25,1,11],[26,0,32],[27,2,18],[28,1,0],[29,2,29]) crommosom[8]: ([0,0,20],[1,5,28],[2,1,3],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,3,32],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,13],[16,0,20],[17,0,10],[18,3,33],[19,0,35],[20,5,2],[21,0,25],[22,0,17],[23,1,1],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,2,11],[29,5,20]) crommosom[9]: ([0,0,16],[1,5,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,1,3],[9,1,21],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,2,13],[16,3,13],[17,0,10],[18,3,35],[19,1,21],[20,5,2],[21,3,15],[22,0,15],[23,0,13],[24,4,23],[25,0,12],[26,4,22],[27,1,3],[28,3,33],[29,0,6]) fitness[0]: 1/(1+1+1+3) = 0.166666666667 fitness[1]: 1/(1+1+5+4) = 0.0909090909091 fitness[2]: 1/(1+1+2+3) = 0.142857142857 fitness[3]: 1/(1+2+3+4) = 0.1 fitness[4]: 1/(1+1+1+4) = 0.142857142857 fitness[5]: 1/(1+1+2+3) = 0.142857142857 fitness[6]: 1/(1+2+3+4) = 0.1 fitness[7]: 1/(1+0+5+3) = 0.111111111111 fitness[8]: 1/(1+1+4+3) = 0.111111111111 fitness[9]: 1/(1+3+4+6) = 0.0714285714286Mutasi generasi ke-11
77 : [2, 16] 289 : [9, 18] 94 : [3, 3] 114 : [3, 23] 109 : [3, 18] 61 : [2, 0] 269 : [8, 28] 271 : [9, 0] 39 : [1, 8] 269 : [8, 28] 300 : [9, 29] 248 : [8, 7] 244 : [8, 3] 245 : [8, 4] 73 : [2, 12] 295 : [9, 24] 231 : [7, 20] 178 : [5, 27] 292 : [9, 21] 193 : [6, 12] 136 : [4, 15] 279 : [9, 8] 164 : [5, 13] 242 : [8, 1] 116 : [3, 25] 31 : [1, 0] 286 : [9, 15] 23 : [0, 22] 212 : [7, 1] 112 : [3, 21] 55 : [1, 24] 120 : [3, 29] 296 : [9, 25] 75 : [2, 14] 172 : [5, 21] 95 : [3, 4] 205 : [6, 24] 169 : [5, 18] 259 : [8, 18] 213 : [7, 2] 299 : [9, 28] 217 : [7, 6] 215 : [7, 4] 236 : [7, 25] 224 : [7, 13] 253 : [8, 12] 17 : [0, 16] 46 : [1, 15] 217 : [7, 6] 223 : [7, 12] 255 : [8, 14] 149 : [4, 28] 183 : [6, 2] 222 : [7, 11] 207 : [6, 26] 253 : [8, 12] 91 : [3, 0] 6 : [0, 5] 22 : [0, 21] 49 : [1, 18] 199 : [6, 18] 227 : [7, 16] 253 : [8, 12] 272 : [9, 1] 58 : [1, 27] 83 : [2, 22] 141 : [4, 20] 137 : [4, 16] 239 : [7, 28] 106 : [3, 15] 250 : [8, 9] 71 : [2, 10] 84 : [2, 23] 205 : [6, 24] 67 : [2, 6] crommosom[0]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,5,6],[19,1,31],[20,0,35],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,0,13],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,0,24],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,1],[16,3,21],[17,5,24],[18,2,17],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,3,26],[25,1,24],[26,5,6],[27,4,15],[28,0,6],[29,0,12]) crommosom[2]: ([0,0,28],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,3,4],[7,0,35],[8,3,32],[9,3,32],[10,3,32],[11,3,21],[12,2,25],[13,2,31],[14,4,34],[15,2,13],[16,4,29],[17,0,10],[18,3,33],[19,0,35],[20,5,2],[21,0,25],[22,3,5],[23,2,9],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,2,11],[29,5,20]) crommosom[3]: ([0,4,35],[1,5,16],[2,3,1],[3,3,0],[4,1,7],[5,2,5],[6,0,33],[7,0,34],[8,2,26],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,1,33],[16,3,11],[17,0,10],[18,0,26],[19,0,20],[20,0,23],[21,0,10],[22,1,18],[23,1,15],[24,1,23],[25,0,26],[26,1,26],[27,3,23],[28,4,7],[29,2,35]) crommosom[4]: ([0,1,8],[1,5,23],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,5,24],[10,5,27],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,2,2],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,1,3],[28,3,3],[29,2,29]) crommosom[5]: ([0,5,4],[1,0,2],[2,1,26],[3,2,16],[4,3,21],[5,1,10],[6,5,5],[7,2,22],[8,5,16],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,0,9],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,1,20],[19,0,20],[20,0,23],[21,1,3],[22,1,18],[23,5,2],[24,1,11],[25,1,24],[26,1,2],[27,2,22],[28,0,24],[29,5,8]) crommosom[6]: ([0,3,21],[1,4,13],[2,2,2],[3,3,16],[4,3,21],[5,3,34],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,2,29],[13,2,26],[14,0,0],[15,3,7],[16,0,25],[17,5,24],[18,1,14],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,2,12],[25,1,24],[26,5,2],[27,1,2],[28,0,6],[29,3,18]) crommosom[7]: ([0,2,2],[1,2,30],[2,2,3],[3,2,16],[4,5,4],[5,2,6],[6,1,3],[7,4,6],[8,2,9],[9,3,1],[10,1,5],[11,0,10],[12,5,18],[13,4,5],[14,1,5],[15,1,18],[16,4,1],[17,0,10],[18,5,19],[19,1,29],[20,3,4],[21,2,1],[22,3,33],[23,4,11],[24,4,28],[25,1,34],[26,0,32],[27,2,18],[28,0,18],[29,2,29]) crommosom[8]: ([0,0,20],[1,5,11],[2,1,3],[3,4,9],[4,0,20],[5,5,5],[6,4,32],[7,2,22],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,2,31],[14,5,3],[15,2,13],[16,0,20],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,0,17],[23,1,1],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,0,29],[29,5,20]) crommosom[9]: ([0,3,13],[1,0,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,1,21],[9,1,21],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,5,31],[16,3,13],[17,0,10],[18,0,35],[19,1,21],[20,5,2],[21,3,23],[22,0,15],[23,0,13],[24,3,30],[25,0,2],[26,4,22],[27,1,3],[28,3,23],[29,2,17]) fitness[0]: 1/(1+1+2+3) = 0.142857142857 fitness[1]: 1/(1+0+6+3) = 0.1 fitness[2]: 1/(1+1+4+3) = 0.111111111111 fitness[3]: 1/(1+2+2+3) = 0.125 fitness[4]: 1/(1+2+1+4) = 0.125 fitness[5]: 1/(1+2+3+3) = 0.111111111111 fitness[6]: 1/(1+2+4+5) = 0.0833333333333 fitness[7]: 1/(1+3+4+8) = 0.0625 fitness[8]: 1/(1+1+6+4) = 0.0833333333333 fitness[9]: 1/(1+0+6+5) = 0.0833333333333Generasi ke-12
crommosom[0]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,5,6],[19,1,31],[20,0,35],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,4,35],[1,5,16],[2,3,1],[3,3,0],[4,1,7],[5,2,5],[6,0,33],[7,0,34],[8,2,26],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,1,33],[16,3,11],[17,0,10],[18,0,26],[19,0,20],[20,0,23],[21,0,10],[22,1,18],[23,1,15],[24,1,23],[25,0,26],[26,1,26],[27,3,23],[28,4,7],[29,2,35]) crommosom[2]: ([0,1,8],[1,5,23],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,5,24],[10,5,27],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,2,2],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,1,3],[28,3,3],[29,2,29]) crommosom[3]: ([0,0,28],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,3,4],[7,0,35],[8,3,32],[9,3,32],[10,3,32],[11,3,21],[12,2,25],[13,2,31],[14,4,34],[15,2,13],[16,4,29],[17,0,10],[18,3,33],[19,0,35],[20,5,2],[21,0,25],[22,3,5],[23,2,9],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,2,11],[29,5,20]) crommosom[4]: ([0,5,4],[1,0,2],[2,1,26],[3,2,16],[4,3,21],[5,1,10],[6,5,5],[7,2,22],[8,5,16],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,0,9],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,1,20],[19,0,20],[20,0,23],[21,1,3],[22,1,18],[23,5,2],[24,1,11],[25,1,24],[26,1,2],[27,2,22],[28,0,24],[29,5,8]) crommosom[5]: ([0,0,13],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,0,24],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,1],[16,3,21],[17,5,24],[18,2,17],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,3,26],[25,1,24],[26,5,6],[27,4,15],[28,0,6],[29,0,12]) crommosom[6]: ([0,3,13],[1,0,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,1,21],[9,1,21],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,5,31],[16,3,13],[17,0,10],[18,0,35],[19,1,21],[20,5,2],[21,3,23],[22,0,15],[23,0,13],[24,3,30],[25,0,2],[26,4,22],[27,1,3],[28,3,23],[29,2,17]) crommosom[7]: ([0,0,20],[1,5,11],[2,1,3],[3,4,9],[4,0,20],[5,5,5],[6,4,32],[7,2,22],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,2,31],[14,5,3],[15,2,13],[16,0,20],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,0,17],[23,1,1],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,0,29],[29,5,20]) crommosom[8]: ([0,3,21],[1,4,13],[2,2,2],[3,3,16],[4,3,21],[5,3,34],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,2,29],[13,2,26],[14,0,0],[15,3,7],[16,0,25],[17,5,24],[18,1,14],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,2,12],[25,1,24],[26,5,2],[27,1,2],[28,0,6],[29,3,18]) crommosom[9]: ([0,2,2],[1,2,30],[2,2,3],[3,2,16],[4,5,4],[5,2,6],[6,1,3],[7,4,6],[8,2,9],[9,3,1],[10,1,5],[11,0,10],[12,5,18],[13,4,5],[14,1,5],[15,1,18],[16,4,1],[17,0,10],[18,5,19],[19,1,29],[20,3,4],[21,2,1],[22,3,33],[23,4,11],[24,4,28],[25,1,34],[26,0,32],[27,2,18],[28,0,18],[29,2,29]) fitness[0]: 1/(1+1+2+3) = 0.142857142857 fitness[1]: 1/(1+2+2+3) = 0.125 fitness[2]: 1/(1+2+1+4) = 0.125 fitness[3]: 1/(1+1+4+3) = 0.111111111111 fitness[4]: 1/(1+2+3+3) = 0.111111111111 fitness[5]: 1/(1+0+6+3) = 0.1 fitness[6]: 1/(1+0+6+5) = 0.0833333333333 fitness[7]: 1/(1+1+6+4) = 0.0833333333333 fitness[8]: 1/(1+2+4+5) = 0.0833333333333 fitness[9]: 1/(1+3+4+8) = 0.0625Seleksi generasi ke-12
fitness_cumulation[0] : 0.142857142857 fitness_cumulation[1] : 0.267857142857 fitness_cumulation[2] : 0.392857142857 fitness_cumulation[3] : 0.503968253968 fitness_cumulation[4] : 0.615079365079 fitness_cumulation[5] : 0.715079365079 fitness_cumulation[6] : 0.798412698413 fitness_cumulation[7] : 0.881746031746 fitness_cumulation[8] : 0.965079365079 fitness_cumulation[9] : 1.02757936508 pointer[0]: 0.0176824297232 + 0 * 0.102757936508 = 0.0176824297232 pointer[1]: 0.0176824297232 + 1 * 0.102757936508 = 0.120440366231 pointer[2]: 0.0176824297232 + 2 * 0.102757936508 = 0.223198302739 pointer[3]: 0.0176824297232 + 3 * 0.102757936508 = 0.325956239247 pointer[4]: 0.0176824297232 + 4 * 0.102757936508 = 0.428714175755 pointer[5]: 0.0176824297232 + 5 * 0.102757936508 = 0.531472112263 pointer[6]: 0.0176824297232 + 6 * 0.102757936508 = 0.634230048771 pointer[7]: 0.0176824297232 + 7 * 0.102757936508 = 0.736987985279 pointer[8]: 0.0176824297232 + 8 * 0.102757936508 = 0.839745921787 pointer[9]: 0.0176824297232 + 9 * 0.102757936508 = 0.942503858295 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[8] crommosom[0]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,5,6],[19,1,31],[20,0,35],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,5,6],[19,1,31],[20,0,35],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[2]: ([0,4,35],[1,5,16],[2,3,1],[3,3,0],[4,1,7],[5,2,5],[6,0,33],[7,0,34],[8,2,26],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,1,33],[16,3,11],[17,0,10],[18,0,26],[19,0,20],[20,0,23],[21,0,10],[22,1,18],[23,1,15],[24,1,23],[25,0,26],[26,1,26],[27,3,23],[28,4,7],[29,2,35]) crommosom[3]: ([0,1,8],[1,5,23],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,5,24],[10,5,27],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,2,2],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,1,3],[28,3,3],[29,2,29]) crommosom[4]: ([0,0,28],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,3,4],[7,0,35],[8,3,32],[9,3,32],[10,3,32],[11,3,21],[12,2,25],[13,2,31],[14,4,34],[15,2,13],[16,4,29],[17,0,10],[18,3,33],[19,0,35],[20,5,2],[21,0,25],[22,3,5],[23,2,9],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,2,11],[29,5,20]) crommosom[5]: ([0,5,4],[1,0,2],[2,1,26],[3,2,16],[4,3,21],[5,1,10],[6,5,5],[7,2,22],[8,5,16],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,0,9],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,1,20],[19,0,20],[20,0,23],[21,1,3],[22,1,18],[23,5,2],[24,1,11],[25,1,24],[26,1,2],[27,2,22],[28,0,24],[29,5,8]) crommosom[6]: ([0,0,13],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,0,24],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,1],[16,3,21],[17,5,24],[18,2,17],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,3,26],[25,1,24],[26,5,6],[27,4,15],[28,0,6],[29,0,12]) crommosom[7]: ([0,3,13],[1,0,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,1,21],[9,1,21],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,5,31],[16,3,13],[17,0,10],[18,0,35],[19,1,21],[20,5,2],[21,3,23],[22,0,15],[23,0,13],[24,3,30],[25,0,2],[26,4,22],[27,1,3],[28,3,23],[29,2,17]) crommosom[8]: ([0,0,20],[1,5,11],[2,1,3],[3,4,9],[4,0,20],[5,5,5],[6,4,32],[7,2,22],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,2,31],[14,5,3],[15,2,13],[16,0,20],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,0,17],[23,1,1],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,0,29],[29,5,20]) crommosom[9]: ([0,3,21],[1,4,13],[2,2,2],[3,3,16],[4,3,21],[5,3,34],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,2,29],[13,2,26],[14,0,0],[15,3,7],[16,0,25],[17,5,24],[18,1,14],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,2,12],[25,1,24],[26,5,2],[27,1,2],[28,0,6],[29,3,18]) fitness[0]: 1/(1+1+2+3) = 0.142857142857 fitness[1]: 1/(1+1+2+3) = 0.142857142857 fitness[2]: 1/(1+2+2+3) = 0.125 fitness[3]: 1/(1+2+1+4) = 0.125 fitness[4]: 1/(1+1+4+3) = 0.111111111111 fitness[5]: 1/(1+2+3+3) = 0.111111111111 fitness[6]: 1/(1+0+6+3) = 0.1 fitness[7]: 1/(1+0+6+5) = 0.0833333333333 fitness[8]: 1/(1+1+6+4) = 0.0833333333333 fitness[9]: 1/(1+2+4+5) = 0.0833333333333Pindah silang generasi ke-12
parent[0] : 0 parent[1] : 1 parent[2] : 2 parent[3] : 3 parent[4] : 4 parent[5] : 6 parent[6] : 8 parent[7] : 9 crommosom[0]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,5,6],[19,1,31],[20,0,35],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,5,6],[19,1,31],[20,0,35],[21,3,20],[22,2,10],[23,0,15],[24,1,23],[25,0,26],[26,1,26],[27,3,23],[28,4,7],[29,2,35]) crommosom[2]: ([0,4,35],[1,5,16],[2,3,1],[3,3,0],[4,1,7],[5,2,5],[6,0,33],[7,0,34],[8,2,26],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,1,33],[16,3,11],[17,0,10],[18,0,26],[19,0,20],[20,0,23],[21,0,10],[22,2,30],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,1,3],[28,3,3],[29,2,29]) crommosom[3]: ([0,1,8],[1,5,23],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,0,11],[8,5,8],[9,5,24],[10,5,27],[11,4,5],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,2,2],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,2,11],[29,5,20]) crommosom[4]: ([0,0,28],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,3,4],[7,0,35],[8,0,24],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,1],[16,3,21],[17,5,24],[18,2,17],[19,0,31],[20,2,32],[21,0,26],[22,1,34],[23,5,2],[24,3,26],[25,1,24],[26,5,6],[27,4,15],[28,0,6],[29,0,12]) crommosom[5]: ([0,5,4],[1,0,2],[2,1,26],[3,2,16],[4,3,21],[5,1,10],[6,5,5],[7,2,22],[8,5,16],[9,4,25],[10,5,14],[11,0,6],[12,3,4],[13,0,9],[14,2,4],[15,0,3],[16,3,11],[17,0,10],[18,1,20],[19,0,20],[20,0,23],[21,1,3],[22,1,18],[23,5,2],[24,1,11],[25,1,24],[26,1,2],[27,2,22],[28,0,24],[29,5,8]) crommosom[6]: ([0,0,13],[1,5,23],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,0,24],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,1],[16,3,21],[17,5,24],[18,2,17],[19,0,35],[20,5,2],[21,0,25],[22,0,17],[23,1,1],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,0,29],[29,5,20]) crommosom[7]: ([0,3,13],[1,0,19],[2,5,6],[3,0,22],[4,4,11],[5,2,6],[6,0,23],[7,4,6],[8,1,21],[9,1,21],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,5,31],[16,3,13],[17,0,10],[18,0,35],[19,1,21],[20,5,2],[21,3,23],[22,0,15],[23,0,13],[24,3,30],[25,0,2],[26,4,22],[27,1,3],[28,3,23],[29,2,17]) crommosom[8]: ([0,0,20],[1,5,11],[2,1,3],[3,4,9],[4,0,20],[5,5,5],[6,4,32],[7,2,22],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,2,31],[14,5,3],[15,2,13],[16,0,20],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,5,2],[24,2,12],[25,1,24],[26,5,2],[27,1,2],[28,0,6],[29,3,18]) crommosom[9]: ([0,3,21],[1,4,13],[2,2,2],[3,3,16],[4,3,21],[5,3,34],[6,5,27],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,0,6],[12,2,29],[13,2,26],[14,0,0],[15,3,7],[16,0,25],[17,5,24],[18,1,14],[19,0,31],[20,2,32],[21,0,26],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) fitness[0]: 1/(1+1+2+3) = 0.142857142857 fitness[1]: 1/(1+1+2+4) = 0.125 fitness[2]: 1/(1+2+4+3) = 0.1 fitness[3]: 1/(1+1+1+2) = 0.2 fitness[4]: 1/(1+0+6+2) = 0.111111111111 fitness[5]: 1/(1+2+3+3) = 0.111111111111 fitness[6]: 1/(1+0+5+4) = 0.1 fitness[7]: 1/(1+0+6+5) = 0.0833333333333 fitness[8]: 1/(1+1+9+4) = 0.0666666666667 fitness[9]: 1/(1+3+3+5) = 0.0833333333333Mutasi generasi ke-12
176 : [5, 25] 178 : [5, 27] 228 : [7, 17] 177 : [5, 26] 53 : [1, 22] 182 : [6, 1] 282 : [9, 11] 140 : [4, 19] 80 : [2, 19] 161 : [5, 10] 79 : [2, 18] 235 : [7, 24] 197 : [6, 16] 109 : [3, 18] 92 : [3, 1] 158 : [5, 7] 128 : [4, 7] 165 : [5, 14] 98 : [3, 7] 272 : [9, 1] 71 : [2, 10] 55 : [1, 24] 81 : [2, 20] 128 : [4, 7] 244 : [8, 3] 101 : [3, 10] 77 : [2, 16] 272 : [9, 1] 122 : [4, 1] 146 : [4, 25] 239 : [7, 28] 276 : [9, 5] 136 : [4, 15] 46 : [1, 15] 182 : [6, 1] 299 : [9, 28] 277 : [9, 6] 98 : [3, 7] 202 : [6, 21] 66 : [2, 5] 153 : [5, 2] 241 : [8, 0] 264 : [8, 23] 119 : [3, 28] 216 : [7, 5] 45 : [1, 14] 65 : [2, 4] 102 : [3, 11] 21 : [0, 20] 220 : [7, 9] 70 : [2, 9] 241 : [8, 0] 189 : [6, 8] 294 : [9, 23] 83 : [2, 22] 99 : [3, 8] 144 : [4, 23] 293 : [9, 22] 218 : [7, 7] 40 : [1, 9] 204 : [6, 23] 49 : [1, 18] 149 : [4, 28] 41 : [1, 10] 70 : [2, 9] 116 : [3, 25] 180 : [5, 29] 238 : [7, 27] 88 : [2, 27] 231 : [7, 20] 133 : [4, 12] 247 : [8, 6] 212 : [7, 1] 294 : [9, 23] 10 : [0, 9] crommosom[0]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,1,0],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,5,6],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,0,24],[10,3,1],[11,0,4],[12,3,15],[13,2,31],[14,0,5],[15,5,11],[16,4,25],[17,0,10],[18,0,31],[19,1,31],[20,0,35],[21,3,20],[22,0,7],[23,0,15],[24,4,19],[25,0,26],[26,1,26],[27,3,23],[28,4,7],[29,2,35]) crommosom[2]: ([0,4,35],[1,5,16],[2,3,1],[3,3,0],[4,5,17],[5,0,17],[6,0,33],[7,0,34],[8,2,26],[9,5,19],[10,0,4],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,1,33],[16,0,14],[17,0,10],[18,4,34],[19,3,20],[20,2,25],[21,0,10],[22,3,5],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,2,19],[28,3,3],[29,2,29]) crommosom[3]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[4]: ([0,0,28],[1,5,19],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,3,4],[7,4,16],[8,0,24],[9,3,32],[10,0,27],[11,3,21],[12,1,27],[13,2,31],[14,1,11],[15,3,18],[16,3,21],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,0,26],[22,1,34],[23,5,6],[24,3,26],[25,5,10],[26,5,6],[27,4,15],[28,3,9],[29,0,12]) crommosom[5]: ([0,5,4],[1,0,2],[2,5,20],[3,2,16],[4,3,21],[5,1,10],[6,5,5],[7,3,33],[8,5,16],[9,4,25],[10,1,11],[11,0,6],[12,3,4],[13,0,9],[14,5,17],[15,0,3],[16,3,11],[17,0,10],[18,1,20],[19,0,20],[20,0,23],[21,1,3],[22,1,18],[23,5,2],[24,1,11],[25,3,18],[26,1,33],[27,0,31],[28,0,24],[29,4,2]) crommosom[6]: ([0,0,13],[1,4,15],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,2,23],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,1],[16,1,5],[17,5,24],[18,2,17],[19,0,35],[20,5,2],[21,3,23],[22,0,17],[23,1,13],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,0,29],[29,5,20]) crommosom[7]: ([0,3,13],[1,5,16],[2,5,6],[3,0,22],[4,4,11],[5,0,1],[6,0,23],[7,1,17],[8,1,21],[9,1,19],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,5,31],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,4,9],[28,0,10],[29,2,17]) crommosom[8]: ([0,3,12],[1,5,11],[2,1,3],[3,0,14],[4,0,20],[5,5,5],[6,2,28],[7,2,22],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,2,31],[14,5,3],[15,2,13],[16,0,20],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,1,24],[26,5,2],[27,1,2],[28,0,6],[29,3,18]) crommosom[9]: ([0,3,21],[1,3,12],[2,2,2],[3,3,16],[4,3,21],[5,1,2],[6,2,4],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,4,4],[12,2,29],[13,2,26],[14,0,0],[15,3,7],[16,0,25],[17,5,24],[18,1,14],[19,0,31],[20,2,32],[21,0,26],[22,1,17],[23,0,3],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,2],[29,3,3]) fitness[0]: 1/(1+1+2+3) = 0.142857142857 fitness[1]: 1/(1+2+4+5) = 0.0833333333333 fitness[2]: 1/(1+2+4+3) = 0.1 fitness[3]: 1/(1+0+2+1) = 0.25 fitness[4]: 1/(1+0+6+0) = 0.142857142857 fitness[5]: 1/(1+1+3+2) = 0.142857142857 fitness[6]: 1/(1+0+4+4) = 0.111111111111 fitness[7]: 1/(1+0+3+1) = 0.2 fitness[8]: 1/(1+0+5+2) = 0.125 fitness[9]: 1/(1+5+4+10) = 0.05Generasi ke-13
crommosom[0]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[1]: ([0,3,13],[1,5,16],[2,5,6],[3,0,22],[4,4,11],[5,0,1],[6,0,23],[7,1,17],[8,1,21],[9,1,19],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,5,31],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,4,9],[28,0,10],[29,2,17]) crommosom[2]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,1,0],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,5,6],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[3]: ([0,5,4],[1,0,2],[2,5,20],[3,2,16],[4,3,21],[5,1,10],[6,5,5],[7,3,33],[8,5,16],[9,4,25],[10,1,11],[11,0,6],[12,3,4],[13,0,9],[14,5,17],[15,0,3],[16,3,11],[17,0,10],[18,1,20],[19,0,20],[20,0,23],[21,1,3],[22,1,18],[23,5,2],[24,1,11],[25,3,18],[26,1,33],[27,0,31],[28,0,24],[29,4,2]) crommosom[4]: ([0,0,28],[1,5,19],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,3,4],[7,4,16],[8,0,24],[9,3,32],[10,0,27],[11,3,21],[12,1,27],[13,2,31],[14,1,11],[15,3,18],[16,3,21],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,0,26],[22,1,34],[23,5,6],[24,3,26],[25,5,10],[26,5,6],[27,4,15],[28,3,9],[29,0,12]) crommosom[5]: ([0,3,12],[1,5,11],[2,1,3],[3,0,14],[4,0,20],[5,5,5],[6,2,28],[7,2,22],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,2,31],[14,5,3],[15,2,13],[16,0,20],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,1,24],[26,5,2],[27,1,2],[28,0,6],[29,3,18]) crommosom[6]: ([0,0,13],[1,4,15],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,4,32],[7,0,35],[8,2,23],[9,3,32],[10,0,27],[11,3,21],[12,5,0],[13,2,31],[14,1,11],[15,2,1],[16,1,5],[17,5,24],[18,2,17],[19,0,35],[20,5,2],[21,3,23],[22,0,17],[23,1,13],[24,2,28],[25,5,25],[26,3,24],[27,1,3],[28,0,29],[29,5,20]) crommosom[7]: ([0,4,35],[1,5,16],[2,3,1],[3,3,0],[4,5,17],[5,0,17],[6,0,33],[7,0,34],[8,2,26],[9,5,19],[10,0,4],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,1,33],[16,0,14],[17,0,10],[18,4,34],[19,3,20],[20,2,25],[21,0,10],[22,3,5],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,2,19],[28,3,3],[29,2,29]) crommosom[8]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,0,24],[10,3,1],[11,0,4],[12,3,15],[13,2,31],[14,0,5],[15,5,11],[16,4,25],[17,0,10],[18,0,31],[19,1,31],[20,0,35],[21,3,20],[22,0,7],[23,0,15],[24,4,19],[25,0,26],[26,1,26],[27,3,23],[28,4,7],[29,2,35]) crommosom[9]: ([0,3,21],[1,3,12],[2,2,2],[3,3,16],[4,3,21],[5,1,2],[6,2,4],[7,2,1],[8,5,4],[9,1,6],[10,0,19],[11,4,4],[12,2,29],[13,2,26],[14,0,0],[15,3,7],[16,0,25],[17,5,24],[18,1,14],[19,0,31],[20,2,32],[21,0,26],[22,1,17],[23,0,3],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,2],[29,3,3]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+0+3+1) = 0.2 fitness[2]: 1/(1+1+2+3) = 0.142857142857 fitness[3]: 1/(1+1+3+2) = 0.142857142857 fitness[4]: 1/(1+0+6+0) = 0.142857142857 fitness[5]: 1/(1+0+5+2) = 0.125 fitness[6]: 1/(1+0+4+4) = 0.111111111111 fitness[7]: 1/(1+2+4+3) = 0.1 fitness[8]: 1/(1+2+4+5) = 0.0833333333333 fitness[9]: 1/(1+5+4+10) = 0.05Seleksi generasi ke-13
fitness_cumulation[0] : 0.25 fitness_cumulation[1] : 0.45 fitness_cumulation[2] : 0.592857142857 fitness_cumulation[3] : 0.735714285714 fitness_cumulation[4] : 0.878571428571 fitness_cumulation[5] : 1.00357142857 fitness_cumulation[6] : 1.11468253968 fitness_cumulation[7] : 1.21468253968 fitness_cumulation[8] : 1.29801587302 fitness_cumulation[9] : 1.34801587302 pointer[0]: 0.0371072923947 + 0 * 0.134801587302 = 0.0371072923947 pointer[1]: 0.0371072923947 + 1 * 0.134801587302 = 0.171908879696 pointer[2]: 0.0371072923947 + 2 * 0.134801587302 = 0.306710466998 pointer[3]: 0.0371072923947 + 3 * 0.134801587302 = 0.441512054299 pointer[4]: 0.0371072923947 + 4 * 0.134801587302 = 0.576313641601 pointer[5]: 0.0371072923947 + 5 * 0.134801587302 = 0.711115228903 pointer[6]: 0.0371072923947 + 6 * 0.134801587302 = 0.845916816204 pointer[7]: 0.0371072923947 + 7 * 0.134801587302 = 0.980718403506 pointer[8]: 0.0371072923947 + 8 * 0.134801587302 = 1.11551999081 pointer[9]: 0.0371072923947 + 9 * 0.134801587302 = 1.25032157811 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[1] selected_crommosom[4] = Crommosom[2] selected_crommosom[5] = Crommosom[3] selected_crommosom[6] = Crommosom[4] selected_crommosom[7] = Crommosom[5] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[8] crommosom[0]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[1]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[2]: ([0,3,13],[1,5,16],[2,5,6],[3,0,22],[4,4,11],[5,0,1],[6,0,23],[7,1,17],[8,1,21],[9,1,19],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,5,31],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,4,9],[28,0,10],[29,2,17]) crommosom[3]: ([0,3,13],[1,5,16],[2,5,6],[3,0,22],[4,4,11],[5,0,1],[6,0,23],[7,1,17],[8,1,21],[9,1,19],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,5,31],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,4,9],[28,0,10],[29,2,17]) crommosom[4]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,1,0],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,5,6],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[5]: ([0,5,4],[1,0,2],[2,5,20],[3,2,16],[4,3,21],[5,1,10],[6,5,5],[7,3,33],[8,5,16],[9,4,25],[10,1,11],[11,0,6],[12,3,4],[13,0,9],[14,5,17],[15,0,3],[16,3,11],[17,0,10],[18,1,20],[19,0,20],[20,0,23],[21,1,3],[22,1,18],[23,5,2],[24,1,11],[25,3,18],[26,1,33],[27,0,31],[28,0,24],[29,4,2]) crommosom[6]: ([0,0,28],[1,5,19],[2,1,24],[3,2,18],[4,3,16],[5,5,5],[6,3,4],[7,4,16],[8,0,24],[9,3,32],[10,0,27],[11,3,21],[12,1,27],[13,2,31],[14,1,11],[15,3,18],[16,3,21],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,0,26],[22,1,34],[23,5,6],[24,3,26],[25,5,10],[26,5,6],[27,4,15],[28,3,9],[29,0,12]) crommosom[7]: ([0,3,12],[1,5,11],[2,1,3],[3,0,14],[4,0,20],[5,5,5],[6,2,28],[7,2,22],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,2,31],[14,5,3],[15,2,13],[16,0,20],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,1,24],[26,5,2],[27,1,2],[28,0,6],[29,3,18]) crommosom[8]: ([0,4,35],[1,5,16],[2,3,1],[3,3,0],[4,5,17],[5,0,17],[6,0,33],[7,0,34],[8,2,26],[9,5,19],[10,0,4],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,1,33],[16,0,14],[17,0,10],[18,4,34],[19,3,20],[20,2,25],[21,0,10],[22,3,5],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,2,19],[28,3,3],[29,2,29]) crommosom[9]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,0,24],[10,3,1],[11,0,4],[12,3,15],[13,2,31],[14,0,5],[15,5,11],[16,4,25],[17,0,10],[18,0,31],[19,1,31],[20,0,35],[21,3,20],[22,0,7],[23,0,15],[24,4,19],[25,0,26],[26,1,26],[27,3,23],[28,4,7],[29,2,35]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+0+2+1) = 0.25 fitness[2]: 1/(1+0+3+1) = 0.2 fitness[3]: 1/(1+0+3+1) = 0.2 fitness[4]: 1/(1+1+2+3) = 0.142857142857 fitness[5]: 1/(1+1+3+2) = 0.142857142857 fitness[6]: 1/(1+0+6+0) = 0.142857142857 fitness[7]: 1/(1+0+5+2) = 0.125 fitness[8]: 1/(1+2+4+3) = 0.1 fitness[9]: 1/(1+2+4+5) = 0.0833333333333Pindah silang generasi ke-13
parent[0] : 0 parent[1] : 1 parent[2] : 3 parent[3] : 4 parent[4] : 5 parent[5] : 6 parent[6] : 7 parent[7] : 9 crommosom[0]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[1]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,4,13],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,4,9],[28,0,10],[29,2,17]) crommosom[2]: ([0,3,13],[1,5,16],[2,5,6],[3,0,22],[4,4,11],[5,0,1],[6,0,23],[7,1,17],[8,1,21],[9,1,19],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,1,5],[15,5,31],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,4,9],[28,0,10],[29,2,17]) crommosom[3]: ([0,3,13],[1,5,16],[2,5,6],[3,0,22],[4,4,11],[5,0,1],[6,0,23],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,5,6],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,3,23],[27,1,2],[28,0,6],[29,3,3]) crommosom[4]: ([0,5,11],[1,2,0],[2,2,1],[3,2,16],[4,3,21],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,1,0],[10,2,17],[11,0,4],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,5,6],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,5,2],[24,1,11],[25,3,18],[26,1,33],[27,0,31],[28,0,24],[29,4,2]) crommosom[5]: ([0,5,4],[1,0,2],[2,5,20],[3,2,16],[4,3,21],[5,1,10],[6,5,5],[7,4,16],[8,0,24],[9,3,32],[10,0,27],[11,3,21],[12,1,27],[13,2,31],[14,1,11],[15,3,18],[16,3,21],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,0,26],[22,1,34],[23,5,6],[24,3,26],[25,5,10],[26,5,6],[27,4,15],[28,3,9],[29,0,12]) crommosom[6]: ([0,0,28],[1,5,11],[2,1,3],[3,0,14],[4,0,20],[5,5,5],[6,2,28],[7,2,22],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,2,31],[14,5,3],[15,2,13],[16,0,20],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,1,24],[26,5,2],[27,1,2],[28,0,6],[29,3,18]) crommosom[7]: ([0,3,12],[1,5,11],[2,1,3],[3,0,14],[4,0,20],[5,5,5],[6,2,28],[7,2,22],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,2,31],[14,5,3],[15,2,13],[16,0,20],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,0,26],[26,1,26],[27,3,23],[28,4,7],[29,2,35]) crommosom[8]: ([0,4,35],[1,5,16],[2,3,1],[3,3,0],[4,5,17],[5,0,17],[6,0,33],[7,0,34],[8,2,26],[9,5,19],[10,0,4],[11,0,6],[12,3,4],[13,2,31],[14,2,4],[15,1,33],[16,0,14],[17,0,10],[18,4,34],[19,3,20],[20,2,25],[21,0,10],[22,3,5],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,2,19],[28,3,3],[29,2,29]) crommosom[9]: ([0,5,11],[1,5,18],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+0+4+2) = 0.142857142857 fitness[2]: 1/(1+0+3+1) = 0.2 fitness[3]: 1/(1+1+2+3) = 0.142857142857 fitness[4]: 1/(1+0+2+2) = 0.2 fitness[5]: 1/(1+0+5+1) = 0.142857142857 fitness[6]: 1/(1+0+6+2) = 0.111111111111 fitness[7]: 1/(1+1+3+2) = 0.142857142857 fitness[8]: 1/(1+2+4+3) = 0.1 fitness[9]: 1/(1+0+2+1) = 0.25Mutasi generasi ke-13
211 : [7, 0] 38 : [1, 7] 204 : [6, 23] 274 : [9, 3] 92 : [3, 1] 58 : [1, 27] 66 : [2, 5] 143 : [4, 22] 35 : [1, 4] 108 : [3, 17] 117 : [3, 26] 214 : [7, 3] 242 : [8, 1] 102 : [3, 11] 209 : [6, 28] 227 : [7, 16] 239 : [7, 28] 260 : [8, 19] 156 : [5, 5] 288 : [9, 17] 75 : [2, 14] 198 : [6, 17] 218 : [7, 7] 296 : [9, 25] 62 : [2, 1] 58 : [1, 27] 123 : [4, 2] 291 : [9, 20] 270 : [8, 29] 142 : [4, 21] 207 : [6, 26] 76 : [2, 15] 86 : [2, 25] 139 : [4, 18] 210 : [6, 29] 88 : [2, 27] 132 : [4, 11] 108 : [3, 17] 159 : [5, 8] 18 : [0, 17] 93 : [3, 2] 200 : [6, 19] 255 : [8, 14] 197 : [6, 16] 130 : [4, 9] 261 : [8, 20] 218 : [7, 7] 240 : [7, 29] 285 : [9, 14] 210 : [6, 29] 2 : [0, 1] 36 : [1, 5] 210 : [6, 29] 141 : [4, 20] 125 : [4, 4] 224 : [7, 13] 194 : [6, 13] 159 : [5, 8] 109 : [3, 18] 14 : [0, 13] 14 : [0, 13] 16 : [0, 15] 97 : [3, 6] 42 : [1, 11] 290 : [9, 19] 149 : [4, 28] 7 : [0, 6] 297 : [9, 26] 225 : [7, 14] 250 : [8, 9] 89 : [2, 28] 134 : [4, 13] 286 : [9, 15] 197 : [6, 16] 66 : [2, 5] crommosom[0]: ([0,1,8],[1,4,0],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,2,31],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,1,5],[14,1,19],[15,2,18],[16,5,31],[17,1,11],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[1]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,15],[5,2,9],[6,3,9],[7,3,3],[8,3,7],[9,5,24],[10,3,33],[11,3,20],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,4,13],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,2,5],[28,0,10],[29,2,17]) crommosom[2]: ([0,3,13],[1,3,21],[2,5,6],[3,0,22],[4,4,11],[5,5,3],[6,0,23],[7,1,17],[8,1,21],[9,1,19],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,2,6],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,1,29],[26,4,22],[27,3,30],[28,2,30],[29,2,17]) crommosom[3]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,7],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,5,5],[18,3,3],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,2,14],[27,1,2],[28,0,6],[29,3,3]) crommosom[4]: ([0,5,11],[1,2,0],[2,1,33],[3,2,16],[4,1,19],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,4,11],[10,2,17],[11,5,2],[12,3,15],[13,2,10],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,1,27],[19,1,31],[20,5,29],[21,3,9],[22,2,23],[23,5,2],[24,1,11],[25,3,18],[26,1,33],[27,0,31],[28,4,0],[29,4,2]) crommosom[5]: ([0,5,4],[1,0,2],[2,5,20],[3,2,16],[4,3,21],[5,2,20],[6,5,5],[7,4,16],[8,4,27],[9,3,32],[10,0,27],[11,3,21],[12,1,27],[13,2,31],[14,1,11],[15,3,18],[16,3,21],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,0,26],[22,1,34],[23,5,6],[24,3,26],[25,5,10],[26,5,6],[27,4,15],[28,3,9],[29,0,12]) crommosom[6]: ([0,0,28],[1,5,11],[2,1,3],[3,0,14],[4,0,20],[5,5,5],[6,2,28],[7,2,22],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,5,34],[14,5,3],[15,2,13],[16,5,2],[17,4,1],[18,0,0],[19,1,20],[20,5,2],[21,0,25],[22,1,34],[23,1,19],[24,2,12],[25,1,24],[26,4,12],[27,1,2],[28,2,35],[29,1,29]) crommosom[7]: ([0,0,11],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,2,28],[7,2,31],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,0,19],[14,1,6],[15,2,13],[16,3,7],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,0,26],[26,1,26],[27,3,23],[28,4,20],[29,4,30]) crommosom[8]: ([0,4,35],[1,0,9],[2,3,1],[3,3,0],[4,5,17],[5,0,17],[6,0,33],[7,0,34],[8,2,26],[9,2,18],[10,0,4],[11,0,6],[12,3,4],[13,2,31],[14,3,27],[15,1,33],[16,0,14],[17,0,10],[18,4,34],[19,1,33],[20,5,32],[21,0,10],[22,3,5],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,2,19],[28,3,3],[29,3,19]) crommosom[9]: ([0,5,11],[1,5,18],[2,5,20],[3,5,12],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,24],[15,4,15],[16,5,31],[17,4,7],[18,4,13],[19,0,30],[20,0,6],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,5,8],[26,5,20],[27,1,3],[28,2,10],[29,5,20]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+1+4+3) = 0.111111111111 fitness[2]: 1/(1+1+2+2) = 0.166666666667 fitness[3]: 1/(1+0+1+1) = 0.333333333333 fitness[4]: 1/(1+0+5+3) = 0.111111111111 fitness[5]: 1/(1+0+5+3) = 0.111111111111 fitness[6]: 1/(1+2+5+4) = 0.0833333333333 fitness[7]: 1/(1+2+1+3) = 0.142857142857 fitness[8]: 1/(1+2+3+2) = 0.125 fitness[9]: 1/(1+0+5+4) = 0.1Generasi ke-14
crommosom[0]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,7],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,5,5],[18,3,3],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,2,14],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,1,8],[1,4,0],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,2,31],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,1,5],[14,1,19],[15,2,18],[16,5,31],[17,1,11],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[2]: ([0,3,13],[1,3,21],[2,5,6],[3,0,22],[4,4,11],[5,5,3],[6,0,23],[7,1,17],[8,1,21],[9,1,19],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,2,6],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,1,29],[26,4,22],[27,3,30],[28,2,30],[29,2,17]) crommosom[3]: ([0,0,11],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,2,28],[7,2,31],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,0,19],[14,1,6],[15,2,13],[16,3,7],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,0,26],[26,1,26],[27,3,23],[28,4,20],[29,4,30]) crommosom[4]: ([0,4,35],[1,0,9],[2,3,1],[3,3,0],[4,5,17],[5,0,17],[6,0,33],[7,0,34],[8,2,26],[9,2,18],[10,0,4],[11,0,6],[12,3,4],[13,2,31],[14,3,27],[15,1,33],[16,0,14],[17,0,10],[18,4,34],[19,1,33],[20,5,32],[21,0,10],[22,3,5],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,2,19],[28,3,3],[29,3,19]) crommosom[5]: ([0,5,11],[1,2,0],[2,1,33],[3,2,16],[4,1,19],[5,5,12],[6,5,27],[7,2,1],[8,5,4],[9,4,11],[10,2,17],[11,5,2],[12,3,15],[13,2,10],[14,1,14],[15,2,27],[16,4,25],[17,0,10],[18,1,27],[19,1,31],[20,5,29],[21,3,9],[22,2,23],[23,5,2],[24,1,11],[25,3,18],[26,1,33],[27,0,31],[28,4,0],[29,4,2]) crommosom[6]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,15],[5,2,9],[6,3,9],[7,3,3],[8,3,7],[9,5,24],[10,3,33],[11,3,20],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,4,13],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,2,5],[28,0,10],[29,2,17]) crommosom[7]: ([0,5,4],[1,0,2],[2,5,20],[3,2,16],[4,3,21],[5,2,20],[6,5,5],[7,4,16],[8,4,27],[9,3,32],[10,0,27],[11,3,21],[12,1,27],[13,2,31],[14,1,11],[15,3,18],[16,3,21],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,0,26],[22,1,34],[23,5,6],[24,3,26],[25,5,10],[26,5,6],[27,4,15],[28,3,9],[29,0,12]) crommosom[8]: ([0,5,11],[1,5,18],[2,5,20],[3,5,12],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,24],[15,4,15],[16,5,31],[17,4,7],[18,4,13],[19,0,30],[20,0,6],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,5,8],[26,5,20],[27,1,3],[28,2,10],[29,5,20]) crommosom[9]: ([0,0,28],[1,5,11],[2,1,3],[3,0,14],[4,0,20],[5,5,5],[6,2,28],[7,2,22],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,5,34],[14,5,3],[15,2,13],[16,5,2],[17,4,1],[18,0,0],[19,1,20],[20,5,2],[21,0,25],[22,1,34],[23,1,19],[24,2,12],[25,1,24],[26,4,12],[27,1,2],[28,2,35],[29,1,29]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+2+1) = 0.25 fitness[2]: 1/(1+1+2+2) = 0.166666666667 fitness[3]: 1/(1+2+1+3) = 0.142857142857 fitness[4]: 1/(1+2+3+2) = 0.125 fitness[5]: 1/(1+0+5+3) = 0.111111111111 fitness[6]: 1/(1+1+4+3) = 0.111111111111 fitness[7]: 1/(1+0+5+3) = 0.111111111111 fitness[8]: 1/(1+0+5+4) = 0.1 fitness[9]: 1/(1+2+5+4) = 0.0833333333333Seleksi generasi ke-14
fitness_cumulation[0] : 0.333333333333 fitness_cumulation[1] : 0.583333333333 fitness_cumulation[2] : 0.75 fitness_cumulation[3] : 0.892857142857 fitness_cumulation[4] : 1.01785714286 fitness_cumulation[5] : 1.12896825397 fitness_cumulation[6] : 1.24007936508 fitness_cumulation[7] : 1.35119047619 fitness_cumulation[8] : 1.45119047619 fitness_cumulation[9] : 1.53452380952 pointer[0]: 0.0696449150142 + 0 * 0.153452380952 = 0.0696449150142 pointer[1]: 0.0696449150142 + 1 * 0.153452380952 = 0.223097295967 pointer[2]: 0.0696449150142 + 2 * 0.153452380952 = 0.376549676919 pointer[3]: 0.0696449150142 + 3 * 0.153452380952 = 0.530002057871 pointer[4]: 0.0696449150142 + 4 * 0.153452380952 = 0.683454438824 pointer[5]: 0.0696449150142 + 5 * 0.153452380952 = 0.836906819776 pointer[6]: 0.0696449150142 + 6 * 0.153452380952 = 0.990359200728 pointer[7]: 0.0696449150142 + 7 * 0.153452380952 = 1.14381158168 pointer[8]: 0.0696449150142 + 8 * 0.153452380952 = 1.29726396263 pointer[9]: 0.0696449150142 + 9 * 0.153452380952 = 1.45071634359 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[1] selected_crommosom[4] = Crommosom[2] selected_crommosom[5] = Crommosom[3] selected_crommosom[6] = Crommosom[4] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[8] crommosom[0]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,7],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,5,5],[18,3,3],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,2,14],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,7],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,5,5],[18,3,3],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,2,14],[27,1,2],[28,0,6],[29,3,3]) crommosom[2]: ([0,1,8],[1,4,0],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,2,31],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,1,5],[14,1,19],[15,2,18],[16,5,31],[17,1,11],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[3]: ([0,1,8],[1,4,0],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,2,31],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,1,5],[14,1,19],[15,2,18],[16,5,31],[17,1,11],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[4]: ([0,3,13],[1,3,21],[2,5,6],[3,0,22],[4,4,11],[5,5,3],[6,0,23],[7,1,17],[8,1,21],[9,1,19],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,2,6],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,1,29],[26,4,22],[27,3,30],[28,2,30],[29,2,17]) crommosom[5]: ([0,0,11],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,2,28],[7,2,31],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,0,19],[14,1,6],[15,2,13],[16,3,7],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,0,26],[26,1,26],[27,3,23],[28,4,20],[29,4,30]) crommosom[6]: ([0,4,35],[1,0,9],[2,3,1],[3,3,0],[4,5,17],[5,0,17],[6,0,33],[7,0,34],[8,2,26],[9,2,18],[10,0,4],[11,0,6],[12,3,4],[13,2,31],[14,3,27],[15,1,33],[16,0,14],[17,0,10],[18,4,34],[19,1,33],[20,5,32],[21,0,10],[22,3,5],[23,4,3],[24,2,35],[25,1,24],[26,1,26],[27,2,19],[28,3,3],[29,3,19]) crommosom[7]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,15],[5,2,9],[6,3,9],[7,3,3],[8,3,7],[9,5,24],[10,3,33],[11,3,20],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,4,13],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,2,5],[28,0,10],[29,2,17]) crommosom[8]: ([0,5,4],[1,0,2],[2,5,20],[3,2,16],[4,3,21],[5,2,20],[6,5,5],[7,4,16],[8,4,27],[9,3,32],[10,0,27],[11,3,21],[12,1,27],[13,2,31],[14,1,11],[15,3,18],[16,3,21],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,0,26],[22,1,34],[23,5,6],[24,3,26],[25,5,10],[26,5,6],[27,4,15],[28,3,9],[29,0,12]) crommosom[9]: ([0,5,11],[1,5,18],[2,5,20],[3,5,12],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,24],[15,4,15],[16,5,31],[17,4,7],[18,4,13],[19,0,30],[20,0,6],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,5,8],[26,5,20],[27,1,3],[28,2,10],[29,5,20]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+1+1) = 0.333333333333 fitness[2]: 1/(1+0+2+1) = 0.25 fitness[3]: 1/(1+0+2+1) = 0.25 fitness[4]: 1/(1+1+2+2) = 0.166666666667 fitness[5]: 1/(1+2+1+3) = 0.142857142857 fitness[6]: 1/(1+2+3+2) = 0.125 fitness[7]: 1/(1+1+4+3) = 0.111111111111 fitness[8]: 1/(1+0+5+3) = 0.111111111111 fitness[9]: 1/(1+0+5+4) = 0.1Pindah silang generasi ke-14
parent[0] : 0 parent[1] : 1 parent[2] : 3 parent[3] : 6 parent[4] : 7 parent[5] : 8 parent[6] : 9 crommosom[0]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,7],[12,3,15],[13,2,31],[14,1,14],[15,2,27],[16,4,25],[17,5,5],[18,3,3],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,5,16],[25,1,24],[26,2,14],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,1,26],[12,3,22],[13,1,5],[14,1,19],[15,2,18],[16,5,31],[17,1,11],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[2]: ([0,1,8],[1,4,0],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,2,31],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,1,5],[14,1,19],[15,2,18],[16,5,31],[17,1,11],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[3]: ([0,1,8],[1,4,0],[2,5,20],[3,3,16],[4,3,1],[5,5,5],[6,2,31],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,1,5],[14,1,19],[15,2,18],[16,5,31],[17,1,11],[18,4,13],[19,0,20],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,3,3],[29,3,19]) crommosom[4]: ([0,3,13],[1,3,21],[2,5,6],[3,0,22],[4,4,11],[5,5,3],[6,0,23],[7,1,17],[8,1,21],[9,1,19],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,2,6],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,1,29],[26,4,22],[27,3,30],[28,2,30],[29,2,17]) crommosom[5]: ([0,0,11],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,2,28],[7,2,31],[8,3,32],[9,4,6],[10,0,27],[11,3,21],[12,2,14],[13,0,19],[14,1,6],[15,2,13],[16,3,7],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,0,26],[26,1,26],[27,3,23],[28,4,20],[29,4,30]) crommosom[6]: ([0,4,35],[1,0,9],[2,3,1],[3,3,16],[4,3,15],[5,2,9],[6,3,9],[7,3,3],[8,3,7],[9,5,24],[10,3,33],[11,3,20],[12,3,22],[13,5,16],[14,1,19],[15,2,7],[16,5,31],[17,0,10],[18,4,13],[19,1,21],[20,3,19],[21,3,23],[22,0,15],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,2,5],[28,0,10],[29,2,17]) crommosom[7]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,15],[5,2,9],[6,3,9],[7,3,3],[8,3,7],[9,5,24],[10,3,33],[11,3,20],[12,1,27],[13,2,31],[14,1,11],[15,3,18],[16,3,21],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,0,26],[22,1,34],[23,5,6],[24,3,26],[25,5,10],[26,5,6],[27,4,15],[28,3,9],[29,0,12]) crommosom[8]: ([0,5,4],[1,0,2],[2,5,20],[3,2,16],[4,3,21],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,24],[15,4,15],[16,5,31],[17,4,7],[18,4,13],[19,0,30],[20,0,6],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,5,8],[26,5,20],[27,1,3],[28,2,10],[29,5,20]) crommosom[9]: ([0,5,11],[1,5,18],[2,5,20],[3,5,12],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,24],[15,4,15],[16,5,31],[17,4,7],[18,4,13],[19,0,30],[20,0,6],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,5,8],[26,5,20],[27,1,3],[28,0,6],[29,3,3]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+1+2) = 0.25 fitness[2]: 1/(1+0+2+1) = 0.25 fitness[3]: 1/(1+1+4+2) = 0.125 fitness[4]: 1/(1+1+2+2) = 0.166666666667 fitness[5]: 1/(1+2+1+3) = 0.142857142857 fitness[6]: 1/(1+1+4+3) = 0.111111111111 fitness[7]: 1/(1+1+4+2) = 0.125 fitness[8]: 1/(1+1+4+5) = 0.0909090909091 fitness[9]: 1/(1+1+4+4) = 0.1Mutasi generasi ke-14
114 : [3, 23] 38 : [1, 7] 288 : [9, 17] 76 : [2, 15] 210 : [6, 29] 195 : [6, 14] 92 : [3, 1] 157 : [5, 6] 177 : [5, 26] 199 : [6, 18] 186 : [6, 5] 43 : [1, 12] 257 : [8, 16] 25 : [0, 24] 48 : [1, 17] 159 : [5, 8] 103 : [3, 12] 64 : [2, 3] 50 : [1, 19] 293 : [9, 22] 18 : [0, 17] 110 : [3, 19] 62 : [2, 1] 279 : [9, 8] 280 : [9, 9] 200 : [6, 19] 271 : [9, 0] 166 : [5, 15] 147 : [4, 26] 25 : [0, 24] 217 : [7, 6] 237 : [7, 26] 123 : [4, 2] 161 : [5, 10] 130 : [4, 9] 236 : [7, 25] 77 : [2, 16] 42 : [1, 11] 290 : [9, 19] 96 : [3, 5] 260 : [8, 19] 67 : [2, 6] 159 : [5, 8] 192 : [6, 11] 191 : [6, 10] 203 : [6, 22] 87 : [2, 26] 245 : [8, 4] 142 : [4, 21] 125 : [4, 4] 189 : [6, 8] 51 : [1, 20] 120 : [3, 29] 157 : [5, 6] 142 : [4, 21] 52 : [1, 21] 89 : [2, 28] 222 : [7, 11] 19 : [0, 18] 224 : [7, 13] 264 : [8, 23] 54 : [1, 23] 130 : [4, 9] 14 : [0, 13] 167 : [5, 16] 119 : [3, 28] 106 : [3, 15] 202 : [6, 21] 151 : [5, 0] 241 : [8, 0] 268 : [8, 27] 193 : [6, 12] 80 : [2, 19] 89 : [2, 28] 111 : [3, 20] crommosom[0]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,7],[12,3,15],[13,0,2],[14,1,14],[15,2,27],[16,4,25],[17,4,2],[18,5,10],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,1,19],[25,1,24],[26,2,14],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,3,25],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,1,5],[14,1,19],[15,2,18],[16,5,31],[17,2,26],[18,4,13],[19,3,21],[20,5,9],[21,2,34],[22,2,30],[23,0,22],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[2]: ([0,1,8],[1,4,4],[2,5,20],[3,5,33],[4,3,1],[5,5,5],[6,5,8],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,1,5],[14,1,19],[15,1,2],[16,1,18],[17,1,11],[18,4,13],[19,0,4],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,2,16],[27,1,3],[28,0,7],[29,5,20]) crommosom[3]: ([0,1,8],[1,2,31],[2,5,20],[3,3,16],[4,3,1],[5,2,7],[6,2,31],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,2,23],[13,1,5],[14,1,19],[15,5,26],[16,5,31],[17,1,11],[18,4,13],[19,5,22],[20,3,26],[21,4,27],[22,2,30],[23,1,18],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,4,3],[29,2,22]) crommosom[4]: ([0,3,13],[1,3,21],[2,5,3],[3,0,22],[4,4,4],[5,5,3],[6,0,23],[7,1,17],[8,1,21],[9,3,1],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,2,6],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,4,30],[22,0,15],[23,0,13],[24,2,3],[25,1,29],[26,1,12],[27,3,30],[28,2,30],[29,2,17]) crommosom[5]: ([0,4,4],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,0,18],[7,2,31],[8,2,4],[9,4,6],[10,4,35],[11,3,21],[12,2,14],[13,0,19],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,0,26],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[6]: ([0,4,35],[1,0,9],[2,3,1],[3,3,16],[4,3,15],[5,2,11],[6,3,9],[7,3,3],[8,3,10],[9,5,24],[10,1,25],[11,5,34],[12,3,21],[13,5,16],[14,3,29],[15,2,7],[16,5,31],[17,0,10],[18,0,3],[19,3,16],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,2,5],[28,0,10],[29,4,13]) crommosom[7]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,15],[5,2,9],[6,1,12],[7,3,3],[8,3,7],[9,5,24],[10,3,33],[11,2,29],[12,1,27],[13,2,3],[14,1,11],[15,3,18],[16,3,21],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,0,26],[22,1,34],[23,5,6],[24,3,26],[25,2,22],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[8]: ([0,3,17],[1,0,2],[2,5,20],[3,2,16],[4,3,11],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,24],[15,4,15],[16,3,26],[17,4,7],[18,4,13],[19,1,19],[20,0,6],[21,4,27],[22,2,30],[23,5,26],[24,2,28],[25,5,8],[26,5,20],[27,2,16],[28,2,10],[29,5,20]) crommosom[9]: ([0,5,31],[1,5,18],[2,5,20],[3,5,12],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,5,32],[9,0,12],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,24],[15,4,15],[16,5,31],[17,5,8],[18,4,13],[19,2,34],[20,0,6],[21,4,27],[22,1,23],[23,4,3],[24,2,28],[25,5,8],[26,5,20],[27,1,3],[28,0,6],[29,3,3]) fitness[0]: 1/(1+0+1+3) = 0.2 fitness[1]: 1/(1+1+3+1) = 0.166666666667 fitness[2]: 1/(1+1+4+4) = 0.1 fitness[3]: 1/(1+0+5+2) = 0.125 fitness[4]: 1/(1+1+4+4) = 0.1 fitness[5]: 1/(1+1+2+1) = 0.2 fitness[6]: 1/(1+1+5+2) = 0.111111111111 fitness[7]: 1/(1+1+3+3) = 0.125 fitness[8]: 1/(1+1+4+3) = 0.111111111111 fitness[9]: 1/(1+1+6+2) = 0.1Generasi ke-15
crommosom[0]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,7],[12,3,15],[13,0,2],[14,1,14],[15,2,27],[16,4,25],[17,4,2],[18,5,10],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,1,19],[25,1,24],[26,2,14],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,4,4],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,0,18],[7,2,31],[8,2,4],[9,4,6],[10,4,35],[11,3,21],[12,2,14],[13,0,19],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,0,26],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[2]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,3,25],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,1,5],[14,1,19],[15,2,18],[16,5,31],[17,2,26],[18,4,13],[19,3,21],[20,5,9],[21,2,34],[22,2,30],[23,0,22],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[3]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,15],[5,2,9],[6,1,12],[7,3,3],[8,3,7],[9,5,24],[10,3,33],[11,2,29],[12,1,27],[13,2,3],[14,1,11],[15,3,18],[16,3,21],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,0,26],[22,1,34],[23,5,6],[24,3,26],[25,2,22],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[4]: ([0,1,8],[1,2,31],[2,5,20],[3,3,16],[4,3,1],[5,2,7],[6,2,31],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,2,23],[13,1,5],[14,1,19],[15,5,26],[16,5,31],[17,1,11],[18,4,13],[19,5,22],[20,3,26],[21,4,27],[22,2,30],[23,1,18],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,4,3],[29,2,22]) crommosom[5]: ([0,3,17],[1,0,2],[2,5,20],[3,2,16],[4,3,11],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,24],[15,4,15],[16,3,26],[17,4,7],[18,4,13],[19,1,19],[20,0,6],[21,4,27],[22,2,30],[23,5,26],[24,2,28],[25,5,8],[26,5,20],[27,2,16],[28,2,10],[29,5,20]) crommosom[6]: ([0,4,35],[1,0,9],[2,3,1],[3,3,16],[4,3,15],[5,2,11],[6,3,9],[7,3,3],[8,3,10],[9,5,24],[10,1,25],[11,5,34],[12,3,21],[13,5,16],[14,3,29],[15,2,7],[16,5,31],[17,0,10],[18,0,3],[19,3,16],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,2,5],[28,0,10],[29,4,13]) crommosom[7]: ([0,5,31],[1,5,18],[2,5,20],[3,5,12],[4,3,1],[5,5,5],[6,3,9],[7,1,26],[8,5,32],[9,0,12],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,24],[15,4,15],[16,5,31],[17,5,8],[18,4,13],[19,2,34],[20,0,6],[21,4,27],[22,1,23],[23,4,3],[24,2,28],[25,5,8],[26,5,20],[27,1,3],[28,0,6],[29,3,3]) crommosom[8]: ([0,3,13],[1,3,21],[2,5,3],[3,0,22],[4,4,4],[5,5,3],[6,0,23],[7,1,17],[8,1,21],[9,3,1],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,2,6],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,4,30],[22,0,15],[23,0,13],[24,2,3],[25,1,29],[26,1,12],[27,3,30],[28,2,30],[29,2,17]) crommosom[9]: ([0,1,8],[1,4,4],[2,5,20],[3,5,33],[4,3,1],[5,5,5],[6,5,8],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,1,5],[14,1,19],[15,1,2],[16,1,18],[17,1,11],[18,4,13],[19,0,4],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,2,16],[27,1,3],[28,0,7],[29,5,20]) fitness[0]: 1/(1+0+1+3) = 0.2 fitness[1]: 1/(1+1+2+1) = 0.2 fitness[2]: 1/(1+1+3+1) = 0.166666666667 fitness[3]: 1/(1+1+3+3) = 0.125 fitness[4]: 1/(1+0+5+2) = 0.125 fitness[5]: 1/(1+1+4+3) = 0.111111111111 fitness[6]: 1/(1+1+5+2) = 0.111111111111 fitness[7]: 1/(1+1+6+2) = 0.1 fitness[8]: 1/(1+1+4+4) = 0.1 fitness[9]: 1/(1+1+4+4) = 0.1Seleksi generasi ke-15
fitness_cumulation[0] : 0.2 fitness_cumulation[1] : 0.4 fitness_cumulation[2] : 0.566666666667 fitness_cumulation[3] : 0.691666666667 fitness_cumulation[4] : 0.816666666667 fitness_cumulation[5] : 0.927777777778 fitness_cumulation[6] : 1.03888888889 fitness_cumulation[7] : 1.13888888889 fitness_cumulation[8] : 1.23888888889 fitness_cumulation[9] : 1.33888888889 pointer[0]: 0.101534227855 + 0 * 0.133888888889 = 0.101534227855 pointer[1]: 0.101534227855 + 1 * 0.133888888889 = 0.235423116743 pointer[2]: 0.101534227855 + 2 * 0.133888888889 = 0.369312005632 pointer[3]: 0.101534227855 + 3 * 0.133888888889 = 0.503200894521 pointer[4]: 0.101534227855 + 4 * 0.133888888889 = 0.63708978341 pointer[5]: 0.101534227855 + 5 * 0.133888888889 = 0.770978672299 pointer[6]: 0.101534227855 + 6 * 0.133888888889 = 0.904867561188 pointer[7]: 0.101534227855 + 7 * 0.133888888889 = 1.03875645008 pointer[8]: 0.101534227855 + 8 * 0.133888888889 = 1.17264533897 pointer[9]: 0.101534227855 + 9 * 0.133888888889 = 1.30653422785 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[1] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[8] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,7],[12,3,15],[13,0,2],[14,1,14],[15,2,27],[16,4,25],[17,4,2],[18,5,10],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,1,19],[25,1,24],[26,2,14],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,4,4],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,0,18],[7,2,31],[8,2,4],[9,4,6],[10,4,35],[11,3,21],[12,2,14],[13,0,19],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,0,26],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[2]: ([0,4,4],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,0,18],[7,2,31],[8,2,4],[9,4,6],[10,4,35],[11,3,21],[12,2,14],[13,0,19],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,0,26],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[3]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,3,25],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,1,5],[14,1,19],[15,2,18],[16,5,31],[17,2,26],[18,4,13],[19,3,21],[20,5,9],[21,2,34],[22,2,30],[23,0,22],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[4]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,15],[5,2,9],[6,1,12],[7,3,3],[8,3,7],[9,5,24],[10,3,33],[11,2,29],[12,1,27],[13,2,3],[14,1,11],[15,3,18],[16,3,21],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,0,26],[22,1,34],[23,5,6],[24,3,26],[25,2,22],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[5]: ([0,1,8],[1,2,31],[2,5,20],[3,3,16],[4,3,1],[5,2,7],[6,2,31],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,2,23],[13,1,5],[14,1,19],[15,5,26],[16,5,31],[17,1,11],[18,4,13],[19,5,22],[20,3,26],[21,4,27],[22,2,30],[23,1,18],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,4,3],[29,2,22]) crommosom[6]: ([0,3,17],[1,0,2],[2,5,20],[3,2,16],[4,3,11],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,24],[15,4,15],[16,3,26],[17,4,7],[18,4,13],[19,1,19],[20,0,6],[21,4,27],[22,2,30],[23,5,26],[24,2,28],[25,5,8],[26,5,20],[27,2,16],[28,2,10],[29,5,20]) crommosom[7]: ([0,4,35],[1,0,9],[2,3,1],[3,3,16],[4,3,15],[5,2,11],[6,3,9],[7,3,3],[8,3,10],[9,5,24],[10,1,25],[11,5,34],[12,3,21],[13,5,16],[14,3,29],[15,2,7],[16,5,31],[17,0,10],[18,0,3],[19,3,16],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,2,5],[28,0,10],[29,4,13]) crommosom[8]: ([0,3,13],[1,3,21],[2,5,3],[3,0,22],[4,4,4],[5,5,3],[6,0,23],[7,1,17],[8,1,21],[9,3,1],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,2,6],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,4,30],[22,0,15],[23,0,13],[24,2,3],[25,1,29],[26,1,12],[27,3,30],[28,2,30],[29,2,17]) crommosom[9]: ([0,1,8],[1,4,4],[2,5,20],[3,5,33],[4,3,1],[5,5,5],[6,5,8],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,1,5],[14,1,19],[15,1,2],[16,1,18],[17,1,11],[18,4,13],[19,0,4],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,2,16],[27,1,3],[28,0,7],[29,5,20]) fitness[0]: 1/(1+0+1+3) = 0.2 fitness[1]: 1/(1+1+2+1) = 0.2 fitness[2]: 1/(1+1+2+1) = 0.2 fitness[3]: 1/(1+1+3+1) = 0.166666666667 fitness[4]: 1/(1+1+3+3) = 0.125 fitness[5]: 1/(1+0+5+2) = 0.125 fitness[6]: 1/(1+1+4+3) = 0.111111111111 fitness[7]: 1/(1+1+5+2) = 0.111111111111 fitness[8]: 1/(1+1+4+4) = 0.1 fitness[9]: 1/(1+1+4+4) = 0.1Pindah silang generasi ke-15
parent[0] : 1 parent[1] : 2 parent[2] : 3 parent[3] : 5 parent[4] : 6 parent[5] : 7 crommosom[0]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,7],[12,3,15],[13,0,2],[14,1,14],[15,2,27],[16,4,25],[17,4,2],[18,5,10],[19,1,31],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,1,19],[25,1,24],[26,2,14],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,4,4],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,0,18],[7,2,31],[8,2,4],[9,4,6],[10,4,35],[11,3,21],[12,2,14],[13,0,19],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,0,26],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[2]: ([0,4,4],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,3,25],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,1,5],[14,1,19],[15,2,18],[16,5,31],[17,2,26],[18,4,13],[19,3,21],[20,5,9],[21,2,34],[22,2,30],[23,0,22],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[3]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,3,25],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,1,5],[14,1,19],[15,5,26],[16,5,31],[17,1,11],[18,4,13],[19,5,22],[20,3,26],[21,4,27],[22,2,30],[23,1,18],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,4,3],[29,2,22]) crommosom[4]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,3,15],[5,2,9],[6,1,12],[7,3,3],[8,3,7],[9,5,24],[10,3,33],[11,2,29],[12,1,27],[13,2,3],[14,1,11],[15,3,18],[16,3,21],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,0,26],[22,1,34],[23,5,6],[24,3,26],[25,2,22],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[5]: ([0,1,8],[1,2,31],[2,5,20],[3,3,16],[4,3,1],[5,2,7],[6,2,31],[7,4,16],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,1,24],[15,4,15],[16,3,26],[17,4,7],[18,4,13],[19,1,19],[20,0,6],[21,4,27],[22,2,30],[23,5,26],[24,2,28],[25,5,8],[26,5,20],[27,2,16],[28,2,10],[29,5,20]) crommosom[6]: ([0,3,17],[1,0,2],[2,5,20],[3,2,16],[4,3,11],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,3,33],[11,5,34],[12,3,21],[13,5,16],[14,3,29],[15,2,7],[16,5,31],[17,0,10],[18,0,3],[19,3,16],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,0,2],[26,4,22],[27,2,5],[28,0,10],[29,4,13]) crommosom[7]: ([0,4,35],[1,0,9],[2,3,1],[3,3,16],[4,3,15],[5,2,11],[6,3,9],[7,3,3],[8,3,10],[9,5,24],[10,1,25],[11,5,34],[12,3,21],[13,0,19],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,1,12],[24,2,12],[25,0,26],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[8]: ([0,3,13],[1,3,21],[2,5,3],[3,0,22],[4,4,4],[5,5,3],[6,0,23],[7,1,17],[8,1,21],[9,3,1],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,2,6],[16,3,13],[17,0,25],[18,0,35],[19,1,21],[20,3,19],[21,4,30],[22,0,15],[23,0,13],[24,2,3],[25,1,29],[26,1,12],[27,3,30],[28,2,30],[29,2,17]) crommosom[9]: ([0,1,8],[1,4,4],[2,5,20],[3,5,33],[4,3,1],[5,5,5],[6,5,8],[7,1,26],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,1,5],[14,1,19],[15,1,2],[16,1,18],[17,1,11],[18,4,13],[19,0,4],[20,5,33],[21,4,27],[22,2,30],[23,4,3],[24,2,28],[25,1,7],[26,2,16],[27,1,3],[28,0,7],[29,5,20]) fitness[0]: 1/(1+0+1+3) = 0.2 fitness[1]: 1/(1+1+2+1) = 0.2 fitness[2]: 1/(1+2+3+2) = 0.125 fitness[3]: 1/(1+1+0+2) = 0.25 fitness[4]: 1/(1+1+3+3) = 0.125 fitness[5]: 1/(1+0+4+1) = 0.166666666667 fitness[6]: 1/(1+1+4+3) = 0.111111111111 fitness[7]: 1/(1+1+1+1) = 0.25 fitness[8]: 1/(1+1+4+4) = 0.1 fitness[9]: 1/(1+1+4+4) = 0.1Mutasi generasi ke-15
293 : [9, 22] 56 : [1, 25] 96 : [3, 5] 241 : [8, 0] 77 : [2, 16] 256 : [8, 15] 296 : [9, 25] 54 : [1, 23] 273 : [9, 2] 102 : [3, 11] 231 : [7, 20] 281 : [9, 10] 271 : [9, 0] 125 : [4, 4] 105 : [3, 14] 266 : [8, 25] 135 : [4, 14] 27 : [0, 26] 108 : [3, 17] 198 : [6, 17] 101 : [3, 10] 19 : [0, 18] 103 : [3, 12] 294 : [9, 23] 259 : [8, 18] 191 : [6, 10] 169 : [5, 18] 281 : [9, 10] 37 : [1, 6] 74 : [2, 13] 158 : [5, 7] 284 : [9, 13] 206 : [6, 25] 20 : [0, 19] 265 : [8, 24] 119 : [3, 28] 137 : [4, 16] 13 : [0, 12] 103 : [3, 12] 77 : [2, 16] 38 : [1, 7] 216 : [7, 5] 291 : [9, 20] 233 : [7, 22] 168 : [5, 17] 200 : [6, 19] 293 : [9, 22] 282 : [9, 11] 194 : [6, 13] 135 : [4, 14] 4 : [0, 3] 200 : [6, 19] 142 : [4, 21] 232 : [7, 21] 165 : [5, 14] 198 : [6, 17] 224 : [7, 13] 110 : [3, 19] 137 : [4, 16] 43 : [1, 12] 199 : [6, 18] 165 : [5, 14] 224 : [7, 13] 281 : [9, 10] 55 : [1, 24] 112 : [3, 21] 271 : [9, 0] 67 : [2, 6] 114 : [3, 23] 215 : [7, 4] 145 : [4, 24] 244 : [8, 3] 126 : [4, 5] 81 : [2, 20] 43 : [1, 12] crommosom[0]: ([0,3,13],[1,4,2],[2,0,4],[3,3,31],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,7],[12,2,25],[13,0,2],[14,1,14],[15,2,27],[16,4,25],[17,4,2],[18,3,26],[19,2,28],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,1,19],[25,1,24],[26,4,6],[27,1,2],[28,0,6],[29,3,3]) crommosom[1]: ([0,4,4],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,0,32],[7,2,23],[8,2,4],[9,4,6],[10,4,35],[11,3,21],[12,0,21],[13,0,19],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,9],[24,4,16],[25,3,34],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[2]: ([0,4,4],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,2,2],[7,3,25],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,4,31],[14,1,19],[15,2,18],[16,5,20],[17,2,26],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,0,22],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[3]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,4,13],[19,0,5],[20,3,26],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,5,11],[29,2,22]) crommosom[4]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,2,31],[5,0,25],[6,1,12],[7,3,3],[8,3,7],[9,5,24],[10,3,33],[11,2,29],[12,1,27],[13,2,3],[14,2,18],[15,3,18],[16,4,12],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,1,6],[22,1,34],[23,5,6],[24,4,13],[25,2,22],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[5]: ([0,1,8],[1,2,31],[2,5,20],[3,3,16],[4,3,1],[5,2,7],[6,2,31],[7,0,21],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,5,21],[15,4,15],[16,3,26],[17,5,4],[18,3,21],[19,1,19],[20,0,6],[21,4,27],[22,2,30],[23,5,26],[24,2,28],[25,5,8],[26,5,20],[27,2,16],[28,2,10],[29,5,20]) crommosom[6]: ([0,3,17],[1,0,2],[2,5,20],[3,2,16],[4,3,11],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,1,2],[11,5,34],[12,3,21],[13,1,24],[14,3,29],[15,2,7],[16,5,31],[17,1,19],[18,1,11],[19,1,7],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,2,29],[26,4,22],[27,2,5],[28,0,10],[29,4,13]) crommosom[7]: ([0,4,35],[1,0,9],[2,3,1],[3,3,16],[4,0,4],[5,1,29],[6,3,9],[7,3,3],[8,3,10],[9,5,24],[10,1,25],[11,5,34],[12,3,21],[13,2,30],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,0,26],[21,0,8],[22,0,27],[23,1,12],[24,2,12],[25,0,26],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[8]: ([0,1,33],[1,3,21],[2,5,3],[3,1,11],[4,4,4],[5,5,3],[6,0,23],[7,1,17],[8,1,21],[9,3,1],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,0,20],[16,3,13],[17,0,25],[18,1,18],[19,1,21],[20,3,19],[21,4,30],[22,0,15],[23,0,13],[24,2,3],[25,3,33],[26,1,12],[27,3,30],[28,2,30],[29,2,17]) crommosom[9]: ([0,0,32],[1,4,4],[2,5,10],[3,5,33],[4,3,1],[5,5,5],[6,5,8],[7,1,26],[8,3,7],[9,5,24],[10,1,31],[11,5,3],[12,3,22],[13,0,8],[14,1,19],[15,1,2],[16,1,18],[17,1,11],[18,4,13],[19,0,4],[20,5,10],[21,4,27],[22,4,22],[23,5,29],[24,2,28],[25,2,23],[26,2,16],[27,1,3],[28,0,7],[29,5,20]) fitness[0]: 1/(1+0+1+4) = 0.166666666667 fitness[1]: 1/(1+1+2+1) = 0.2 fitness[2]: 1/(1+1+3+1) = 0.166666666667 fitness[3]: 1/(1+1+1+1) = 0.25 fitness[4]: 1/(1+1+4+4) = 0.1 fitness[5]: 1/(1+1+8+2) = 0.0833333333333 fitness[6]: 1/(1+1+0+3) = 0.2 fitness[7]: 1/(1+0+2+1) = 0.25 fitness[8]: 1/(1+2+6+6) = 0.0666666666667 fitness[9]: 1/(1+1+3+2) = 0.142857142857Generasi ke-16
crommosom[0]: ([0,4,35],[1,0,9],[2,3,1],[3,3,16],[4,0,4],[5,1,29],[6,3,9],[7,3,3],[8,3,10],[9,5,24],[10,1,25],[11,5,34],[12,3,21],[13,2,30],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,0,26],[21,0,8],[22,0,27],[23,1,12],[24,2,12],[25,0,26],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[1]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,4,13],[19,0,5],[20,3,26],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,5,11],[29,2,22]) crommosom[2]: ([0,4,4],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,0,32],[7,2,23],[8,2,4],[9,4,6],[10,4,35],[11,3,21],[12,0,21],[13,0,19],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,9],[24,4,16],[25,3,34],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[3]: ([0,3,17],[1,0,2],[2,5,20],[3,2,16],[4,3,11],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,1,2],[11,5,34],[12,3,21],[13,1,24],[14,3,29],[15,2,7],[16,5,31],[17,1,19],[18,1,11],[19,1,7],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,2,29],[26,4,22],[27,2,5],[28,0,10],[29,4,13]) crommosom[4]: ([0,3,13],[1,4,2],[2,0,4],[3,3,31],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,7],[12,2,25],[13,0,2],[14,1,14],[15,2,27],[16,4,25],[17,4,2],[18,3,26],[19,2,28],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,1,19],[25,1,24],[26,4,6],[27,1,2],[28,0,6],[29,3,3]) crommosom[5]: ([0,4,4],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,2,2],[7,3,25],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,4,31],[14,1,19],[15,2,18],[16,5,20],[17,2,26],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,0,22],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[6]: ([0,0,32],[1,4,4],[2,5,10],[3,5,33],[4,3,1],[5,5,5],[6,5,8],[7,1,26],[8,3,7],[9,5,24],[10,1,31],[11,5,3],[12,3,22],[13,0,8],[14,1,19],[15,1,2],[16,1,18],[17,1,11],[18,4,13],[19,0,4],[20,5,10],[21,4,27],[22,4,22],[23,5,29],[24,2,28],[25,2,23],[26,2,16],[27,1,3],[28,0,7],[29,5,20]) crommosom[7]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,2,31],[5,0,25],[6,1,12],[7,3,3],[8,3,7],[9,5,24],[10,3,33],[11,2,29],[12,1,27],[13,2,3],[14,2,18],[15,3,18],[16,4,12],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,1,6],[22,1,34],[23,5,6],[24,4,13],[25,2,22],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[8]: ([0,1,8],[1,2,31],[2,5,20],[3,3,16],[4,3,1],[5,2,7],[6,2,31],[7,0,21],[8,3,7],[9,5,24],[10,3,33],[11,1,26],[12,3,22],[13,5,16],[14,5,21],[15,4,15],[16,3,26],[17,5,4],[18,3,21],[19,1,19],[20,0,6],[21,4,27],[22,2,30],[23,5,26],[24,2,28],[25,5,8],[26,5,20],[27,2,16],[28,2,10],[29,5,20]) crommosom[9]: ([0,1,33],[1,3,21],[2,5,3],[3,1,11],[4,4,4],[5,5,3],[6,0,23],[7,1,17],[8,1,21],[9,3,1],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,0,20],[16,3,13],[17,0,25],[18,1,18],[19,1,21],[20,3,19],[21,4,30],[22,0,15],[23,0,13],[24,2,3],[25,3,33],[26,1,12],[27,3,30],[28,2,30],[29,2,17]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+1+1+1) = 0.25 fitness[2]: 1/(1+1+2+1) = 0.2 fitness[3]: 1/(1+1+0+3) = 0.2 fitness[4]: 1/(1+0+1+4) = 0.166666666667 fitness[5]: 1/(1+1+3+1) = 0.166666666667 fitness[6]: 1/(1+1+3+2) = 0.142857142857 fitness[7]: 1/(1+1+4+4) = 0.1 fitness[8]: 1/(1+1+8+2) = 0.0833333333333 fitness[9]: 1/(1+2+6+6) = 0.0666666666667Seleksi generasi ke-16
fitness_cumulation[0] : 0.25 fitness_cumulation[1] : 0.5 fitness_cumulation[2] : 0.7 fitness_cumulation[3] : 0.9 fitness_cumulation[4] : 1.06666666667 fitness_cumulation[5] : 1.23333333333 fitness_cumulation[6] : 1.37619047619 fitness_cumulation[7] : 1.47619047619 fitness_cumulation[8] : 1.55952380952 fitness_cumulation[9] : 1.62619047619 pointer[0]: 0.125924333797 + 0 * 0.162619047619 = 0.125924333797 pointer[1]: 0.125924333797 + 1 * 0.162619047619 = 0.288543381416 pointer[2]: 0.125924333797 + 2 * 0.162619047619 = 0.451162429035 pointer[3]: 0.125924333797 + 3 * 0.162619047619 = 0.613781476654 pointer[4]: 0.125924333797 + 4 * 0.162619047619 = 0.776400524273 pointer[5]: 0.125924333797 + 5 * 0.162619047619 = 0.939019571892 pointer[6]: 0.125924333797 + 6 * 0.162619047619 = 1.10163861951 pointer[7]: 0.125924333797 + 7 * 0.162619047619 = 1.26425766713 pointer[8]: 0.125924333797 + 8 * 0.162619047619 = 1.42687671475 pointer[9]: 0.125924333797 + 9 * 0.162619047619 = 1.58949576237 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[1] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,4,35],[1,0,9],[2,3,1],[3,3,16],[4,0,4],[5,1,29],[6,3,9],[7,3,3],[8,3,10],[9,5,24],[10,1,25],[11,5,34],[12,3,21],[13,2,30],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,0,26],[21,0,8],[22,0,27],[23,1,12],[24,2,12],[25,0,26],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[1]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,4,13],[19,0,5],[20,3,26],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,5,11],[29,2,22]) crommosom[2]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,4,13],[19,0,5],[20,3,26],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,5,11],[29,2,22]) crommosom[3]: ([0,4,4],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,0,32],[7,2,23],[8,2,4],[9,4,6],[10,4,35],[11,3,21],[12,0,21],[13,0,19],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,9],[24,4,16],[25,3,34],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[4]: ([0,3,17],[1,0,2],[2,5,20],[3,2,16],[4,3,11],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,1,2],[11,5,34],[12,3,21],[13,1,24],[14,3,29],[15,2,7],[16,5,31],[17,1,19],[18,1,11],[19,1,7],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,2,29],[26,4,22],[27,2,5],[28,0,10],[29,4,13]) crommosom[5]: ([0,3,13],[1,4,2],[2,0,4],[3,3,31],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,1,0],[10,2,17],[11,0,7],[12,2,25],[13,0,2],[14,1,14],[15,2,27],[16,4,25],[17,4,2],[18,3,26],[19,2,28],[20,5,14],[21,3,20],[22,2,10],[23,0,15],[24,1,19],[25,1,24],[26,4,6],[27,1,2],[28,0,6],[29,3,3]) crommosom[6]: ([0,4,4],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,2,2],[7,3,25],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,4,31],[14,1,19],[15,2,18],[16,5,20],[17,2,26],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,0,22],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[7]: ([0,0,32],[1,4,4],[2,5,10],[3,5,33],[4,3,1],[5,5,5],[6,5,8],[7,1,26],[8,3,7],[9,5,24],[10,1,31],[11,5,3],[12,3,22],[13,0,8],[14,1,19],[15,1,2],[16,1,18],[17,1,11],[18,4,13],[19,0,4],[20,5,10],[21,4,27],[22,4,22],[23,5,29],[24,2,28],[25,2,23],[26,2,16],[27,1,3],[28,0,7],[29,5,20]) crommosom[8]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,2,31],[5,0,25],[6,1,12],[7,3,3],[8,3,7],[9,5,24],[10,3,33],[11,2,29],[12,1,27],[13,2,3],[14,2,18],[15,3,18],[16,4,12],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,1,6],[22,1,34],[23,5,6],[24,4,13],[25,2,22],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[9]: ([0,1,33],[1,3,21],[2,5,3],[3,1,11],[4,4,4],[5,5,3],[6,0,23],[7,1,17],[8,1,21],[9,3,1],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,0,20],[16,3,13],[17,0,25],[18,1,18],[19,1,21],[20,3,19],[21,4,30],[22,0,15],[23,0,13],[24,2,3],[25,3,33],[26,1,12],[27,3,30],[28,2,30],[29,2,17]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+1+1+1) = 0.25 fitness[2]: 1/(1+1+1+1) = 0.25 fitness[3]: 1/(1+1+2+1) = 0.2 fitness[4]: 1/(1+1+0+3) = 0.2 fitness[5]: 1/(1+0+1+4) = 0.166666666667 fitness[6]: 1/(1+1+3+1) = 0.166666666667 fitness[7]: 1/(1+1+3+2) = 0.142857142857 fitness[8]: 1/(1+1+4+4) = 0.1 fitness[9]: 1/(1+2+6+6) = 0.0666666666667Pindah silang generasi ke-16
parent[0] : 1 parent[1] : 2 parent[2] : 4 parent[3] : 5 parent[4] : 7 parent[5] : 8 parent[6] : 9 crommosom[0]: ([0,4,35],[1,0,9],[2,3,1],[3,3,16],[4,0,4],[5,1,29],[6,3,9],[7,3,3],[8,3,10],[9,5,24],[10,1,25],[11,5,34],[12,3,21],[13,2,30],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,0,26],[21,0,8],[22,0,27],[23,1,12],[24,2,12],[25,0,26],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[1]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,4,13],[19,0,5],[20,3,26],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,5,11],[29,2,22]) crommosom[2]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,4,27],[15,5,26],[16,5,31],[17,1,19],[18,1,11],[19,1,7],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,2,29],[26,4,22],[27,2,5],[28,0,10],[29,4,13]) crommosom[3]: ([0,4,4],[1,5,11],[2,1,3],[3,2,2],[4,0,20],[5,5,5],[6,0,32],[7,2,23],[8,2,4],[9,4,6],[10,4,35],[11,3,21],[12,0,21],[13,0,19],[14,1,6],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,9],[24,4,16],[25,3,34],[26,3,29],[27,3,23],[28,4,20],[29,4,30]) crommosom[4]: ([0,3,17],[1,0,2],[2,5,20],[3,2,16],[4,3,11],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,1,2],[11,5,34],[12,3,21],[13,1,24],[14,3,29],[15,2,7],[16,5,31],[17,1,19],[18,1,11],[19,1,7],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,2,29],[26,4,22],[27,2,5],[28,0,10],[29,3,3]) crommosom[5]: ([0,3,13],[1,4,2],[2,0,4],[3,3,31],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,5,4],[9,5,24],[10,1,31],[11,5,3],[12,3,22],[13,0,8],[14,1,19],[15,1,2],[16,1,18],[17,1,11],[18,4,13],[19,0,4],[20,5,10],[21,4,27],[22,4,22],[23,5,29],[24,2,28],[25,2,23],[26,2,16],[27,1,3],[28,0,7],[29,5,20]) crommosom[6]: ([0,4,4],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,2,2],[7,3,25],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,4,31],[14,1,19],[15,2,18],[16,5,20],[17,2,26],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,0,22],[24,2,28],[25,1,7],[26,3,24],[27,1,3],[28,2,10],[29,5,20]) crommosom[7]: ([0,0,32],[1,4,4],[2,5,10],[3,5,33],[4,3,1],[5,5,5],[6,5,8],[7,1,26],[8,3,7],[9,5,24],[10,1,31],[11,5,3],[12,3,22],[13,2,3],[14,2,18],[15,3,18],[16,4,12],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,1,6],[22,1,34],[23,5,6],[24,4,13],[25,2,22],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[8]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,4,4],[5,5,3],[6,0,23],[7,1,17],[8,1,21],[9,3,1],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,0,20],[16,3,13],[17,0,25],[18,1,18],[19,1,21],[20,3,19],[21,4,30],[22,0,15],[23,0,13],[24,2,3],[25,3,33],[26,1,12],[27,3,30],[28,2,30],[29,2,17]) crommosom[9]: ([0,1,33],[1,3,21],[2,5,3],[3,1,11],[4,4,4],[5,5,3],[6,0,23],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,4,13],[19,0,5],[20,3,26],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,5,11],[29,2,22]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+1+1+1) = 0.25 fitness[2]: 1/(1+1+1+2) = 0.2 fitness[3]: 1/(1+1+2+1) = 0.2 fitness[4]: 1/(1+1+0+4) = 0.166666666667 fitness[5]: 1/(1+0+3+1) = 0.2 fitness[6]: 1/(1+1+3+1) = 0.166666666667 fitness[7]: 1/(1+2+4+5) = 0.0833333333333 fitness[8]: 1/(1+2+4+4) = 0.0909090909091 fitness[9]: 1/(1+0+4+3) = 0.125Mutasi generasi ke-16
195 : [6, 14] 8 : [0, 7] 222 : [7, 11] 67 : [2, 6] 10 : [0, 9] 136 : [4, 15] 217 : [7, 6] 259 : [8, 18] 138 : [4, 17] 226 : [7, 15] 289 : [9, 18] 74 : [2, 13] 121 : [4, 0] 205 : [6, 24] 105 : [3, 14] 101 : [3, 10] 11 : [0, 10] 188 : [6, 7] 247 : [8, 6] 2 : [0, 1] 90 : [2, 29] 55 : [1, 24] 182 : [6, 1] 194 : [6, 13] 14 : [0, 13] 32 : [1, 1] 258 : [8, 17] 84 : [2, 23] 154 : [5, 3] 27 : [0, 26] 131 : [4, 10] 59 : [1, 28] 119 : [3, 28] 233 : [7, 22] 168 : [5, 17] 234 : [7, 23] 266 : [8, 25] 180 : [5, 29] 235 : [7, 24] 270 : [8, 29] 208 : [6, 27] 40 : [1, 9] 138 : [4, 17] 22 : [0, 21] 197 : [6, 16] 167 : [5, 16] 33 : [1, 2] 105 : [3, 14] 270 : [8, 29] 175 : [5, 24] 121 : [4, 0] 198 : [6, 17] 159 : [5, 8] 187 : [6, 6] 175 : [5, 24] 136 : [4, 15] 103 : [3, 12] 32 : [1, 1] 9 : [0, 8] 186 : [6, 5] 291 : [9, 20] 153 : [5, 2] 132 : [4, 11] 44 : [1, 13] 123 : [4, 2] 236 : [7, 25] 16 : [0, 15] 28 : [0, 27] 152 : [5, 1] 23 : [0, 22] 209 : [6, 28] 20 : [0, 19] 94 : [3, 3] 268 : [8, 27] 265 : [8, 24] crommosom[0]: ([0,4,35],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,1,29],[6,3,9],[7,3,5],[8,5,20],[9,3,35],[10,3,15],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,0],[19,2,20],[20,0,26],[21,3,34],[22,5,35],[23,1,12],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[1]: ([0,3,13],[1,0,14],[2,4,27],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,2,31],[10,4,15],[11,0,24],[12,3,29],[13,4,35],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,4,13],[19,0,5],[20,3,26],[21,2,25],[22,2,30],[23,5,31],[24,5,7],[25,1,24],[26,1,26],[27,2,19],[28,3,11],[29,2,22]) crommosom[2]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,2,18],[6,2,24],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,2,15],[14,4,27],[15,5,26],[16,5,31],[17,1,19],[18,1,11],[19,1,7],[20,3,19],[21,4,7],[22,0,4],[23,1,6],[24,2,3],[25,2,29],[26,4,22],[27,2,5],[28,0,10],[29,3,27]) crommosom[3]: ([0,4,4],[1,5,11],[2,1,3],[3,4,25],[4,0,20],[5,5,5],[6,0,32],[7,2,23],[8,2,4],[9,4,6],[10,5,27],[11,3,21],[12,4,1],[13,0,19],[14,2,33],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,9],[24,4,16],[25,3,34],[26,3,29],[27,3,23],[28,1,22],[29,4,30]) crommosom[4]: ([0,4,19],[1,0,2],[2,2,1],[3,2,16],[4,3,11],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,2,15],[11,0,20],[12,3,21],[13,1,24],[14,3,29],[15,3,9],[16,5,31],[17,4,3],[18,1,11],[19,1,7],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,2,29],[26,4,22],[27,2,5],[28,0,10],[29,3,3]) crommosom[5]: ([0,3,13],[1,1,15],[2,3,8],[3,0,4],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,2,25],[9,5,24],[10,1,31],[11,5,3],[12,3,22],[13,0,8],[14,1,19],[15,1,2],[16,5,31],[17,5,32],[18,4,13],[19,0,4],[20,5,10],[21,4,27],[22,4,22],[23,5,29],[24,0,13],[25,2,23],[26,2,16],[27,1,3],[28,0,7],[29,0,19]) crommosom[6]: ([0,4,4],[1,1,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,9],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,2,18],[16,0,31],[17,5,33],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,0,22],[24,2,14],[25,1,7],[26,3,24],[27,1,9],[28,5,34],[29,5,20]) crommosom[7]: ([0,0,32],[1,4,4],[2,5,10],[3,5,33],[4,3,1],[5,5,5],[6,3,21],[7,1,26],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,4,12],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,1,6],[22,5,20],[23,0,19],[24,4,24],[25,4,23],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[8]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,4,4],[5,5,3],[6,5,20],[7,1,17],[8,1,21],[9,3,1],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,0,20],[16,3,13],[17,4,25],[18,4,7],[19,1,21],[20,3,19],[21,4,30],[22,0,15],[23,0,13],[24,2,29],[25,5,8],[26,1,12],[27,5,17],[28,2,30],[29,0,21]) crommosom[9]: ([0,1,33],[1,3,21],[2,5,3],[3,1,11],[4,4,4],[5,5,3],[6,0,23],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,2,31],[19,0,5],[20,5,13],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,5,11],[29,2,22]) fitness[0]: 1/(1+0+2+0) = 0.333333333333 fitness[1]: 1/(1+3+2+3) = 0.111111111111 fitness[2]: 1/(1+0+1+2) = 0.25 fitness[3]: 1/(1+2+1+2) = 0.166666666667 fitness[4]: 1/(1+2+1+5) = 0.111111111111 fitness[5]: 1/(1+1+2+1) = 0.2 fitness[6]: 1/(1+2+2+3) = 0.125 fitness[7]: 1/(1+0+4+1) = 0.166666666667 fitness[8]: 1/(1+1+5+2) = 0.111111111111 fitness[9]: 1/(1+0+4+4) = 0.111111111111Generasi ke-17
crommosom[0]: ([0,4,35],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,1,29],[6,3,9],[7,3,5],[8,5,20],[9,3,35],[10,3,15],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,0],[19,2,20],[20,0,26],[21,3,34],[22,5,35],[23,1,12],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[1]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,2,18],[6,2,24],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,2,15],[14,4,27],[15,5,26],[16,5,31],[17,1,19],[18,1,11],[19,1,7],[20,3,19],[21,4,7],[22,0,4],[23,1,6],[24,2,3],[25,2,29],[26,4,22],[27,2,5],[28,0,10],[29,3,27]) crommosom[2]: ([0,3,13],[1,1,15],[2,3,8],[3,0,4],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,2,25],[9,5,24],[10,1,31],[11,5,3],[12,3,22],[13,0,8],[14,1,19],[15,1,2],[16,5,31],[17,5,32],[18,4,13],[19,0,4],[20,5,10],[21,4,27],[22,4,22],[23,5,29],[24,0,13],[25,2,23],[26,2,16],[27,1,3],[28,0,7],[29,0,19]) crommosom[3]: ([0,0,32],[1,4,4],[2,5,10],[3,5,33],[4,3,1],[5,5,5],[6,3,21],[7,1,26],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,4,12],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,1,6],[22,5,20],[23,0,19],[24,4,24],[25,4,23],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[4]: ([0,4,4],[1,5,11],[2,1,3],[3,4,25],[4,0,20],[5,5,5],[6,0,32],[7,2,23],[8,2,4],[9,4,6],[10,5,27],[11,3,21],[12,4,1],[13,0,19],[14,2,33],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,9],[24,4,16],[25,3,34],[26,3,29],[27,3,23],[28,1,22],[29,4,30]) crommosom[5]: ([0,4,4],[1,1,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,9],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,2,18],[16,0,31],[17,5,33],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,0,22],[24,2,14],[25,1,7],[26,3,24],[27,1,9],[28,5,34],[29,5,20]) crommosom[6]: ([0,1,33],[1,3,21],[2,5,3],[3,1,11],[4,4,4],[5,5,3],[6,0,23],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,2,31],[19,0,5],[20,5,13],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,5,11],[29,2,22]) crommosom[7]: ([0,1,8],[1,5,18],[2,5,20],[3,3,16],[4,4,4],[5,5,3],[6,5,20],[7,1,17],[8,1,21],[9,3,1],[10,2,25],[11,2,23],[12,1,10],[13,0,2],[14,0,20],[15,0,20],[16,3,13],[17,4,25],[18,4,7],[19,1,21],[20,3,19],[21,4,30],[22,0,15],[23,0,13],[24,2,29],[25,5,8],[26,1,12],[27,5,17],[28,2,30],[29,0,21]) crommosom[8]: ([0,4,19],[1,0,2],[2,2,1],[3,2,16],[4,3,11],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,2,15],[11,0,20],[12,3,21],[13,1,24],[14,3,29],[15,3,9],[16,5,31],[17,4,3],[18,1,11],[19,1,7],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,2,29],[26,4,22],[27,2,5],[28,0,10],[29,3,3]) crommosom[9]: ([0,3,13],[1,0,14],[2,4,27],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,2,31],[10,4,15],[11,0,24],[12,3,29],[13,4,35],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,4,13],[19,0,5],[20,3,26],[21,2,25],[22,2,30],[23,5,31],[24,5,7],[25,1,24],[26,1,26],[27,2,19],[28,3,11],[29,2,22]) fitness[0]: 1/(1+0+2+0) = 0.333333333333 fitness[1]: 1/(1+0+1+2) = 0.25 fitness[2]: 1/(1+1+2+1) = 0.2 fitness[3]: 1/(1+0+4+1) = 0.166666666667 fitness[4]: 1/(1+2+1+2) = 0.166666666667 fitness[5]: 1/(1+2+2+3) = 0.125 fitness[6]: 1/(1+0+4+4) = 0.111111111111 fitness[7]: 1/(1+1+5+2) = 0.111111111111 fitness[8]: 1/(1+2+1+5) = 0.111111111111 fitness[9]: 1/(1+3+2+3) = 0.111111111111Seleksi generasi ke-17
fitness_cumulation[0] : 0.333333333333 fitness_cumulation[1] : 0.583333333333 fitness_cumulation[2] : 0.783333333333 fitness_cumulation[3] : 0.95 fitness_cumulation[4] : 1.11666666667 fitness_cumulation[5] : 1.24166666667 fitness_cumulation[6] : 1.35277777778 fitness_cumulation[7] : 1.46388888889 fitness_cumulation[8] : 1.575 fitness_cumulation[9] : 1.68611111111 pointer[0]: 0.131797687299 + 0 * 0.168611111111 = 0.131797687299 pointer[1]: 0.131797687299 + 1 * 0.168611111111 = 0.300408798411 pointer[2]: 0.131797687299 + 2 * 0.168611111111 = 0.469019909522 pointer[3]: 0.131797687299 + 3 * 0.168611111111 = 0.637631020633 pointer[4]: 0.131797687299 + 4 * 0.168611111111 = 0.806242131744 pointer[5]: 0.131797687299 + 5 * 0.168611111111 = 0.974853242855 pointer[6]: 0.131797687299 + 6 * 0.168611111111 = 1.14346435397 pointer[7]: 0.131797687299 + 7 * 0.168611111111 = 1.31207546508 pointer[8]: 0.131797687299 + 8 * 0.168611111111 = 1.48068657619 pointer[9]: 0.131797687299 + 9 * 0.168611111111 = 1.6492976873 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[8] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,4,35],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,1,29],[6,3,9],[7,3,5],[8,5,20],[9,3,35],[10,3,15],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,0],[19,2,20],[20,0,26],[21,3,34],[22,5,35],[23,1,12],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[1]: ([0,4,35],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,1,29],[6,3,9],[7,3,5],[8,5,20],[9,3,35],[10,3,15],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,0],[19,2,20],[20,0,26],[21,3,34],[22,5,35],[23,1,12],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[2]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,2,18],[6,2,24],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,2,15],[14,4,27],[15,5,26],[16,5,31],[17,1,19],[18,1,11],[19,1,7],[20,3,19],[21,4,7],[22,0,4],[23,1,6],[24,2,3],[25,2,29],[26,4,22],[27,2,5],[28,0,10],[29,3,27]) crommosom[3]: ([0,3,13],[1,1,15],[2,3,8],[3,0,4],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,2,25],[9,5,24],[10,1,31],[11,5,3],[12,3,22],[13,0,8],[14,1,19],[15,1,2],[16,5,31],[17,5,32],[18,4,13],[19,0,4],[20,5,10],[21,4,27],[22,4,22],[23,5,29],[24,0,13],[25,2,23],[26,2,16],[27,1,3],[28,0,7],[29,0,19]) crommosom[4]: ([0,0,32],[1,4,4],[2,5,10],[3,5,33],[4,3,1],[5,5,5],[6,3,21],[7,1,26],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,4,12],[17,5,24],[18,2,17],[19,5,27],[20,2,32],[21,1,6],[22,5,20],[23,0,19],[24,4,24],[25,4,23],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[5]: ([0,4,4],[1,5,11],[2,1,3],[3,4,25],[4,0,20],[5,5,5],[6,0,32],[7,2,23],[8,2,4],[9,4,6],[10,5,27],[11,3,21],[12,4,1],[13,0,19],[14,2,33],[15,0,29],[16,3,27],[17,0,10],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,9],[24,4,16],[25,3,34],[26,3,29],[27,3,23],[28,1,22],[29,4,30]) crommosom[6]: ([0,4,4],[1,1,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,9],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,2,18],[16,0,31],[17,5,33],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,0,22],[24,2,14],[25,1,7],[26,3,24],[27,1,9],[28,5,34],[29,5,20]) crommosom[7]: ([0,1,33],[1,3,21],[2,5,3],[3,1,11],[4,4,4],[5,5,3],[6,0,23],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,2,31],[19,0,5],[20,5,13],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,5,11],[29,2,22]) crommosom[8]: ([0,4,19],[1,0,2],[2,2,1],[3,2,16],[4,3,11],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,2,15],[11,0,20],[12,3,21],[13,1,24],[14,3,29],[15,3,9],[16,5,31],[17,4,3],[18,1,11],[19,1,7],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,2,29],[26,4,22],[27,2,5],[28,0,10],[29,3,3]) crommosom[9]: ([0,3,13],[1,0,14],[2,4,27],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,2,31],[10,4,15],[11,0,24],[12,3,29],[13,4,35],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,4,13],[19,0,5],[20,3,26],[21,2,25],[22,2,30],[23,5,31],[24,5,7],[25,1,24],[26,1,26],[27,2,19],[28,3,11],[29,2,22]) fitness[0]: 1/(1+0+2+0) = 0.333333333333 fitness[1]: 1/(1+0+2+0) = 0.333333333333 fitness[2]: 1/(1+0+1+2) = 0.25 fitness[3]: 1/(1+1+2+1) = 0.2 fitness[4]: 1/(1+0+4+1) = 0.166666666667 fitness[5]: 1/(1+2+1+2) = 0.166666666667 fitness[6]: 1/(1+2+2+3) = 0.125 fitness[7]: 1/(1+0+4+4) = 0.111111111111 fitness[8]: 1/(1+2+1+5) = 0.111111111111 fitness[9]: 1/(1+3+2+3) = 0.111111111111Pindah silang generasi ke-17
parent[0] : 1 parent[1] : 2 parent[2] : 3 parent[3] : 4 parent[4] : 5 parent[5] : 6 parent[6] : 7 parent[7] : 9 crommosom[0]: ([0,4,35],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,1,29],[6,3,9],[7,3,5],[8,5,20],[9,3,35],[10,3,15],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,0],[19,2,20],[20,0,26],[21,3,34],[22,5,35],[23,1,12],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[1]: ([0,4,35],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,1,29],[6,3,9],[7,3,5],[8,5,20],[9,3,35],[10,3,15],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,0],[19,2,20],[20,0,26],[21,3,34],[22,5,35],[23,1,12],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,0,10],[29,3,27]) crommosom[2]: ([0,3,13],[1,4,2],[2,0,4],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,2,25],[9,5,24],[10,1,31],[11,5,3],[12,3,22],[13,0,8],[14,1,19],[15,1,2],[16,5,31],[17,5,32],[18,4,13],[19,0,4],[20,5,10],[21,4,27],[22,4,22],[23,5,29],[24,0,13],[25,2,23],[26,2,16],[27,1,3],[28,0,7],[29,0,19]) crommosom[3]: ([0,3,13],[1,1,15],[2,3,8],[3,0,4],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,2,25],[9,5,24],[10,1,31],[11,5,3],[12,3,22],[13,0,8],[14,1,19],[15,1,2],[16,5,31],[17,5,32],[18,4,13],[19,5,27],[20,2,32],[21,1,6],[22,5,20],[23,0,19],[24,4,24],[25,4,23],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[4]: ([0,0,32],[1,4,4],[2,5,10],[3,5,33],[4,3,1],[5,5,5],[6,3,21],[7,1,26],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,4,12],[17,5,24],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,9],[24,4,16],[25,3,34],[26,3,29],[27,3,23],[28,1,22],[29,4,30]) crommosom[5]: ([0,4,4],[1,5,11],[2,1,3],[3,4,25],[4,0,20],[5,5,5],[6,2,9],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,2,18],[16,0,31],[17,5,33],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,0,22],[24,2,14],[25,1,7],[26,3,24],[27,1,9],[28,5,34],[29,5,20]) crommosom[6]: ([0,4,4],[1,1,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,9],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,2,18],[16,0,31],[17,5,33],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,5,11],[29,2,22]) crommosom[7]: ([0,1,33],[1,3,21],[2,5,3],[3,1,11],[4,4,4],[5,5,3],[6,0,23],[7,3,25],[8,5,4],[9,1,0],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,4,27],[15,5,26],[16,5,31],[17,3,4],[18,2,31],[19,0,5],[20,5,13],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,2,19],[28,5,11],[29,2,22]) crommosom[8]: ([0,4,19],[1,0,2],[2,2,1],[3,2,16],[4,3,11],[5,2,20],[6,5,5],[7,4,16],[8,3,7],[9,5,24],[10,2,15],[11,0,20],[12,3,21],[13,1,24],[14,3,29],[15,3,9],[16,5,31],[17,4,3],[18,1,11],[19,1,7],[20,3,19],[21,4,7],[22,0,4],[23,0,13],[24,2,3],[25,2,29],[26,4,22],[27,2,5],[28,0,10],[29,3,3]) crommosom[9]: ([0,3,13],[1,0,14],[2,4,27],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,3,35],[10,3,15],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,0],[19,2,20],[20,0,26],[21,3,34],[22,5,35],[23,1,12],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) fitness[0]: 1/(1+0+2+0) = 0.333333333333 fitness[1]: 1/(1+0+4+1) = 0.166666666667 fitness[2]: 1/(1+1+2+1) = 0.2 fitness[3]: 1/(1+1+2+2) = 0.166666666667 fitness[4]: 1/(1+1+3+1) = 0.166666666667 fitness[5]: 1/(1+1+1+2) = 0.2 fitness[6]: 1/(1+2+2+3) = 0.125 fitness[7]: 1/(1+0+4+4) = 0.111111111111 fitness[8]: 1/(1+2+1+5) = 0.111111111111 fitness[9]: 1/(1+2+4+2) = 0.111111111111Mutasi generasi ke-17
7 : [0, 6] 90 : [2, 29] 58 : [1, 27] 17 : [0, 16] 128 : [4, 7] 70 : [2, 9] 56 : [1, 25] 164 : [5, 13] 208 : [6, 27] 266 : [8, 25] 52 : [1, 21] 288 : [9, 17] 248 : [8, 7] 116 : [3, 25] 3 : [0, 2] 283 : [9, 12] 231 : [7, 20] 144 : [4, 23] 36 : [1, 5] 108 : [3, 17] 177 : [5, 26] 82 : [2, 21] 255 : [8, 14] 93 : [3, 2] 182 : [6, 1] 93 : [3, 2] 39 : [1, 8] 167 : [5, 16] 124 : [4, 3] 102 : [3, 11] 31 : [1, 0] 220 : [7, 9] 157 : [5, 6] 199 : [6, 18] 63 : [2, 2] 177 : [5, 26] 10 : [0, 9] 217 : [7, 6] 63 : [2, 2] 55 : [1, 24] 157 : [5, 6] 122 : [4, 1] 237 : [7, 26] 148 : [4, 27] 272 : [9, 1] 11 : [0, 10] 246 : [8, 5] 9 : [0, 8] 43 : [1, 12] 84 : [2, 23] 239 : [7, 28] 85 : [2, 24] 5 : [0, 4] 251 : [8, 10] 17 : [0, 16] 84 : [2, 23] 245 : [8, 4] 238 : [7, 27] 230 : [7, 19] 44 : [1, 13] 82 : [2, 21] 74 : [2, 13] 240 : [7, 29] 137 : [4, 16] 262 : [8, 21] 78 : [2, 17] 63 : [2, 2] 225 : [7, 14] 181 : [6, 0] 295 : [9, 24] 20 : [0, 19] 114 : [3, 23] 98 : [3, 7] 209 : [6, 28] 293 : [9, 22] crommosom[0]: ([0,4,35],[1,4,12],[2,4,25],[3,3,16],[4,2,23],[5,1,29],[6,2,28],[7,3,5],[8,1,35],[9,2,7],[10,3,19],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,4,13],[17,0,10],[18,0,0],[19,0,7],[20,0,26],[21,3,34],[22,5,35],[23,1,12],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[1]: ([0,5,31],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,2,33],[6,3,9],[7,3,5],[8,2,24],[9,3,35],[10,3,15],[11,5,34],[12,3,13],[13,0,3],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,0],[19,2,20],[20,0,26],[21,5,24],[22,5,35],[23,1,12],[24,4,18],[25,3,25],[26,0,28],[27,5,20],[28,0,10],[29,3,27]) crommosom[2]: ([0,3,13],[1,4,2],[2,1,22],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,2,25],[9,0,29],[10,1,31],[11,5,3],[12,3,22],[13,1,34],[14,1,19],[15,1,2],[16,5,31],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,3,19],[25,2,23],[26,2,16],[27,1,3],[28,0,7],[29,5,31]) crommosom[3]: ([0,3,13],[1,1,15],[2,3,15],[3,0,4],[4,4,11],[5,0,1],[6,0,25],[7,1,22],[8,2,25],[9,5,24],[10,1,31],[11,2,12],[12,3,22],[13,0,8],[14,1,19],[15,1,2],[16,5,31],[17,2,27],[18,4,13],[19,5,27],[20,2,32],[21,1,6],[22,5,20],[23,2,14],[24,4,24],[25,2,10],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[4]: ([0,0,32],[1,3,26],[2,5,10],[3,0,34],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,30],[24,4,16],[25,3,34],[26,3,29],[27,4,7],[28,1,22],[29,4,30]) crommosom[5]: ([0,4,4],[1,5,11],[2,1,3],[3,4,25],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,3,10],[15,2,18],[16,5,17],[17,5,33],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,0,22],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[6]: ([0,4,6],[1,4,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,9],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,2,18],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,0,8],[28,3,24],[29,2,22]) crommosom[7]: ([0,1,33],[1,3,21],[2,5,3],[3,1,11],[4,4,4],[5,5,3],[6,5,4],[7,3,25],[8,5,4],[9,1,13],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,5,11],[15,5,26],[16,5,31],[17,3,4],[18,2,31],[19,5,13],[20,1,15],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,0,29],[27,4,30],[28,1,35],[29,1,13]) crommosom[8]: ([0,4,19],[1,0,2],[2,2,1],[3,2,16],[4,4,19],[5,3,35],[6,5,5],[7,2,16],[8,3,7],[9,5,24],[10,5,14],[11,0,20],[12,3,21],[13,1,24],[14,1,5],[15,3,9],[16,5,31],[17,4,3],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,0,4],[23,0,13],[24,2,3],[25,5,8],[26,4,22],[27,2,5],[28,0,10],[29,3,3]) crommosom[9]: ([0,3,13],[1,5,8],[2,4,27],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,3,35],[10,3,15],[11,5,34],[12,0,29],[13,1,7],[14,1,6],[15,0,14],[16,3,27],[17,0,20],[18,0,0],[19,2,20],[20,0,26],[21,3,34],[22,3,27],[23,1,12],[24,5,10],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) fitness[0]: 1/(1+1+1+1) = 0.25 fitness[1]: 1/(1+0+3+3) = 0.142857142857 fitness[2]: 1/(1+1+2+4) = 0.125 fitness[3]: 1/(1+2+1+4) = 0.125 fitness[4]: 1/(1+1+3+1) = 0.166666666667 fitness[5]: 1/(1+2+2+3) = 0.125 fitness[6]: 1/(1+1+2+3) = 0.142857142857 fitness[7]: 1/(1+2+7+6) = 0.0625 fitness[8]: 1/(1+2+3+4) = 0.1 fitness[9]: 1/(1+1+5+2) = 0.111111111111Generasi ke-18
crommosom[0]: ([0,4,35],[1,4,12],[2,4,25],[3,3,16],[4,2,23],[5,1,29],[6,2,28],[7,3,5],[8,1,35],[9,2,7],[10,3,19],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,4,13],[17,0,10],[18,0,0],[19,0,7],[20,0,26],[21,3,34],[22,5,35],[23,1,12],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[1]: ([0,0,32],[1,3,26],[2,5,10],[3,0,34],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,30],[24,4,16],[25,3,34],[26,3,29],[27,4,7],[28,1,22],[29,4,30]) crommosom[2]: ([0,5,31],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,2,33],[6,3,9],[7,3,5],[8,2,24],[9,3,35],[10,3,15],[11,5,34],[12,3,13],[13,0,3],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,0],[19,2,20],[20,0,26],[21,5,24],[22,5,35],[23,1,12],[24,4,18],[25,3,25],[26,0,28],[27,5,20],[28,0,10],[29,3,27]) crommosom[3]: ([0,4,6],[1,4,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,9],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,2,18],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,0,8],[28,3,24],[29,2,22]) crommosom[4]: ([0,3,13],[1,4,2],[2,1,22],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,2,25],[9,0,29],[10,1,31],[11,5,3],[12,3,22],[13,1,34],[14,1,19],[15,1,2],[16,5,31],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,3,19],[25,2,23],[26,2,16],[27,1,3],[28,0,7],[29,5,31]) crommosom[5]: ([0,4,4],[1,5,11],[2,1,3],[3,4,25],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,3,10],[15,2,18],[16,5,17],[17,5,33],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,0,22],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[6]: ([0,3,13],[1,1,15],[2,3,15],[3,0,4],[4,4,11],[5,0,1],[6,0,25],[7,1,22],[8,2,25],[9,5,24],[10,1,31],[11,2,12],[12,3,22],[13,0,8],[14,1,19],[15,1,2],[16,5,31],[17,2,27],[18,4,13],[19,5,27],[20,2,32],[21,1,6],[22,5,20],[23,2,14],[24,4,24],[25,2,10],[26,4,11],[27,4,15],[28,3,9],[29,0,12]) crommosom[7]: ([0,3,13],[1,5,8],[2,4,27],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,3,35],[10,3,15],[11,5,34],[12,0,29],[13,1,7],[14,1,6],[15,0,14],[16,3,27],[17,0,20],[18,0,0],[19,2,20],[20,0,26],[21,3,34],[22,3,27],[23,1,12],[24,5,10],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[8]: ([0,4,19],[1,0,2],[2,2,1],[3,2,16],[4,4,19],[5,3,35],[6,5,5],[7,2,16],[8,3,7],[9,5,24],[10,5,14],[11,0,20],[12,3,21],[13,1,24],[14,1,5],[15,3,9],[16,5,31],[17,4,3],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,0,4],[23,0,13],[24,2,3],[25,5,8],[26,4,22],[27,2,5],[28,0,10],[29,3,3]) crommosom[9]: ([0,1,33],[1,3,21],[2,5,3],[3,1,11],[4,4,4],[5,5,3],[6,5,4],[7,3,25],[8,5,4],[9,1,13],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,5,11],[15,5,26],[16,5,31],[17,3,4],[18,2,31],[19,5,13],[20,1,15],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,0,29],[27,4,30],[28,1,35],[29,1,13]) fitness[0]: 1/(1+1+1+1) = 0.25 fitness[1]: 1/(1+1+3+1) = 0.166666666667 fitness[2]: 1/(1+0+3+3) = 0.142857142857 fitness[3]: 1/(1+1+2+3) = 0.142857142857 fitness[4]: 1/(1+1+2+4) = 0.125 fitness[5]: 1/(1+2+2+3) = 0.125 fitness[6]: 1/(1+2+1+4) = 0.125 fitness[7]: 1/(1+1+5+2) = 0.111111111111 fitness[8]: 1/(1+2+3+4) = 0.1 fitness[9]: 1/(1+2+7+6) = 0.0625Seleksi generasi ke-18
fitness_cumulation[0] : 0.25 fitness_cumulation[1] : 0.416666666667 fitness_cumulation[2] : 0.559523809524 fitness_cumulation[3] : 0.702380952381 fitness_cumulation[4] : 0.827380952381 fitness_cumulation[5] : 0.952380952381 fitness_cumulation[6] : 1.07738095238 fitness_cumulation[7] : 1.18849206349 fitness_cumulation[8] : 1.28849206349 fitness_cumulation[9] : 1.35099206349 pointer[0]: 0.134579071702 + 0 * 0.135099206349 = 0.134579071702 pointer[1]: 0.134579071702 + 1 * 0.135099206349 = 0.269678278051 pointer[2]: 0.134579071702 + 2 * 0.135099206349 = 0.404777484401 pointer[3]: 0.134579071702 + 3 * 0.135099206349 = 0.53987669075 pointer[4]: 0.134579071702 + 4 * 0.135099206349 = 0.674975897099 pointer[5]: 0.134579071702 + 5 * 0.135099206349 = 0.810075103448 pointer[6]: 0.134579071702 + 6 * 0.135099206349 = 0.945174309797 pointer[7]: 0.134579071702 + 7 * 0.135099206349 = 1.08027351615 pointer[8]: 0.134579071702 + 8 * 0.135099206349 = 1.2153727225 pointer[9]: 0.134579071702 + 9 * 0.135099206349 = 1.35047192885 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[1] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[7] selected_crommosom[8] = Crommosom[8] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,4,35],[1,4,12],[2,4,25],[3,3,16],[4,2,23],[5,1,29],[6,2,28],[7,3,5],[8,1,35],[9,2,7],[10,3,19],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,4,13],[17,0,10],[18,0,0],[19,0,7],[20,0,26],[21,3,34],[22,5,35],[23,1,12],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[1]: ([0,0,32],[1,3,26],[2,5,10],[3,0,34],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,30],[24,4,16],[25,3,34],[26,3,29],[27,4,7],[28,1,22],[29,4,30]) crommosom[2]: ([0,0,32],[1,3,26],[2,5,10],[3,0,34],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,30],[24,4,16],[25,3,34],[26,3,29],[27,4,7],[28,1,22],[29,4,30]) crommosom[3]: ([0,5,31],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,2,33],[6,3,9],[7,3,5],[8,2,24],[9,3,35],[10,3,15],[11,5,34],[12,3,13],[13,0,3],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,0],[19,2,20],[20,0,26],[21,5,24],[22,5,35],[23,1,12],[24,4,18],[25,3,25],[26,0,28],[27,5,20],[28,0,10],[29,3,27]) crommosom[4]: ([0,4,6],[1,4,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,9],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,2,18],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,0,8],[28,3,24],[29,2,22]) crommosom[5]: ([0,3,13],[1,4,2],[2,1,22],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,2,25],[9,0,29],[10,1,31],[11,5,3],[12,3,22],[13,1,34],[14,1,19],[15,1,2],[16,5,31],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,3,19],[25,2,23],[26,2,16],[27,1,3],[28,0,7],[29,5,31]) crommosom[6]: ([0,4,4],[1,5,11],[2,1,3],[3,4,25],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,3,10],[15,2,18],[16,5,17],[17,5,33],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,0,22],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[7]: ([0,3,13],[1,5,8],[2,4,27],[3,0,22],[4,4,11],[5,2,18],[6,0,25],[7,3,25],[8,5,4],[9,3,35],[10,3,15],[11,5,34],[12,0,29],[13,1,7],[14,1,6],[15,0,14],[16,3,27],[17,0,20],[18,0,0],[19,2,20],[20,0,26],[21,3,34],[22,3,27],[23,1,12],[24,5,10],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[8]: ([0,4,19],[1,0,2],[2,2,1],[3,2,16],[4,4,19],[5,3,35],[6,5,5],[7,2,16],[8,3,7],[9,5,24],[10,5,14],[11,0,20],[12,3,21],[13,1,24],[14,1,5],[15,3,9],[16,5,31],[17,4,3],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,0,4],[23,0,13],[24,2,3],[25,5,8],[26,4,22],[27,2,5],[28,0,10],[29,3,3]) crommosom[9]: ([0,1,33],[1,3,21],[2,5,3],[3,1,11],[4,4,4],[5,5,3],[6,5,4],[7,3,25],[8,5,4],[9,1,13],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,5,11],[15,5,26],[16,5,31],[17,3,4],[18,2,31],[19,5,13],[20,1,15],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,0,29],[27,4,30],[28,1,35],[29,1,13]) fitness[0]: 1/(1+1+1+1) = 0.25 fitness[1]: 1/(1+1+3+1) = 0.166666666667 fitness[2]: 1/(1+1+3+1) = 0.166666666667 fitness[3]: 1/(1+0+3+3) = 0.142857142857 fitness[4]: 1/(1+1+2+3) = 0.142857142857 fitness[5]: 1/(1+1+2+4) = 0.125 fitness[6]: 1/(1+2+2+3) = 0.125 fitness[7]: 1/(1+1+5+2) = 0.111111111111 fitness[8]: 1/(1+2+3+4) = 0.1 fitness[9]: 1/(1+2+7+6) = 0.0625Pindah silang generasi ke-18
parent[0] : 0 parent[1] : 4 parent[2] : 7 parent[3] : 8 parent[4] : 9 crommosom[0]: ([0,4,35],[1,4,12],[2,4,25],[3,0,22],[4,4,11],[5,3,22],[6,2,9],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,2,18],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,1,26],[27,0,8],[28,3,24],[29,2,22]) crommosom[1]: ([0,0,32],[1,3,26],[2,5,10],[3,0,34],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,30],[24,4,16],[25,3,34],[26,3,29],[27,4,7],[28,1,22],[29,4,30]) crommosom[2]: ([0,0,32],[1,3,26],[2,5,10],[3,0,34],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,4,30],[24,4,16],[25,3,34],[26,3,29],[27,4,7],[28,1,22],[29,4,30]) crommosom[3]: ([0,5,31],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,2,33],[6,3,9],[7,3,5],[8,2,24],[9,3,35],[10,3,15],[11,5,34],[12,3,13],[13,0,3],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,0],[19,2,20],[20,0,26],[21,5,24],[22,5,35],[23,1,12],[24,4,18],[25,3,25],[26,0,28],[27,5,20],[28,0,10],[29,3,27]) crommosom[4]: ([0,4,6],[1,4,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,9],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,2,18],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,5,31],[24,5,10],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[5]: ([0,3,13],[1,4,2],[2,1,22],[3,0,22],[4,4,11],[5,0,1],[6,0,25],[7,1,17],[8,2,25],[9,0,29],[10,1,31],[11,5,3],[12,3,22],[13,1,34],[14,1,19],[15,1,2],[16,5,31],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,3,19],[25,2,23],[26,2,16],[27,1,3],[28,0,7],[29,5,31]) crommosom[6]: ([0,4,4],[1,5,11],[2,1,3],[3,4,25],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,3,10],[15,2,18],[16,5,17],[17,5,33],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,0,22],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[7]: ([0,3,13],[1,5,8],[2,4,27],[3,0,22],[4,4,11],[5,3,35],[6,5,5],[7,2,16],[8,3,7],[9,5,24],[10,5,14],[11,0,20],[12,3,21],[13,1,24],[14,1,5],[15,3,9],[16,5,31],[17,4,3],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,0,4],[23,0,13],[24,2,3],[25,5,8],[26,4,22],[27,2,5],[28,0,10],[29,3,3]) crommosom[8]: ([0,4,19],[1,0,2],[2,5,3],[3,1,11],[4,4,4],[5,5,3],[6,5,4],[7,3,25],[8,5,4],[9,1,13],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,5,11],[15,5,26],[16,5,31],[17,3,4],[18,2,31],[19,5,13],[20,1,15],[21,2,25],[22,2,30],[23,5,31],[24,2,28],[25,1,24],[26,0,29],[27,4,30],[28,1,35],[29,1,13]) crommosom[9]: ([0,1,33],[1,4,12],[2,4,25],[3,3,16],[4,2,23],[5,1,29],[6,2,28],[7,3,5],[8,1,35],[9,2,7],[10,3,19],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,4,13],[17,0,10],[18,0,0],[19,0,7],[20,0,26],[21,3,34],[22,5,35],[23,1,12],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) fitness[0]: 1/(1+1+3+4) = 0.111111111111 fitness[1]: 1/(1+1+3+1) = 0.166666666667 fitness[2]: 1/(1+1+3+1) = 0.166666666667 fitness[3]: 1/(1+0+3+3) = 0.142857142857 fitness[4]: 1/(1+1+2+2) = 0.166666666667 fitness[5]: 1/(1+1+2+4) = 0.125 fitness[6]: 1/(1+2+2+3) = 0.125 fitness[7]: 1/(1+1+2+2) = 0.166666666667 fitness[8]: 1/(1+2+7+6) = 0.0625 fitness[9]: 1/(1+1+1+1) = 0.25Mutasi generasi ke-18
103 : [3, 12] 99 : [3, 8] 23 : [0, 22] 291 : [9, 20] 41 : [1, 10] 164 : [5, 13] 228 : [7, 17] 127 : [4, 6] 288 : [9, 17] 226 : [7, 15] 227 : [7, 16] 152 : [5, 1] 258 : [8, 17] 58 : [1, 27] 178 : [5, 27] 112 : [3, 21] 144 : [4, 23] 84 : [2, 23] 16 : [0, 15] 273 : [9, 2] 241 : [8, 0] 109 : [3, 18] 276 : [9, 5] 196 : [6, 15] 255 : [8, 14] 217 : [7, 6] 204 : [6, 23] 102 : [3, 11] 112 : [3, 21] 165 : [5, 14] 5 : [0, 4] 34 : [1, 3] 52 : [1, 21] 79 : [2, 18] 109 : [3, 18] 180 : [5, 29] 156 : [5, 5] 266 : [8, 25] 34 : [1, 3] 50 : [1, 19] 237 : [7, 26] 223 : [7, 12] 158 : [5, 7] 2 : [0, 1] 110 : [3, 19] 62 : [2, 1] 269 : [8, 28] 275 : [9, 4] 161 : [5, 10] 245 : [8, 4] 198 : [6, 17] 261 : [8, 20] 241 : [8, 0] 115 : [3, 24] 78 : [2, 17] 85 : [2, 24] 51 : [1, 20] 182 : [6, 1] 278 : [9, 7] 151 : [5, 0] 265 : [8, 24] 25 : [0, 24] 65 : [2, 4] 136 : [4, 15] 15 : [0, 14] 113 : [3, 22] 7 : [0, 6] 153 : [5, 2] 217 : [7, 6] 233 : [7, 22] 249 : [8, 8] 203 : [6, 22] 16 : [0, 15] 145 : [4, 24] 294 : [9, 23] crommosom[0]: ([0,4,35],[1,2,31],[2,4,25],[3,0,22],[4,2,34],[5,3,22],[6,1,3],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,4,33],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,1,12],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,0,8],[28,3,24],[29,2,22]) crommosom[1]: ([0,0,32],[1,3,26],[2,5,10],[3,1,10],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,4,28],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,3,17],[21,3,17],[22,1,34],[23,4,30],[24,4,16],[25,3,34],[26,3,29],[27,0,7],[28,1,22],[29,4,30]) crommosom[2]: ([0,0,32],[1,1,32],[2,5,10],[3,0,34],[4,0,15],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,2,11],[18,1,13],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,5,1],[24,3,23],[25,3,34],[26,3,29],[27,4,7],[28,1,22],[29,4,30]) crommosom[3]: ([0,5,31],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,30],[19,4,0],[20,0,26],[21,3,1],[22,0,19],[23,1,12],[24,0,21],[25,3,25],[26,0,28],[27,5,20],[28,0,10],[29,3,27]) crommosom[4]: ([0,4,6],[1,4,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,27],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,3,17],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[5]: ([0,4,1],[1,5,20],[2,4,18],[3,0,22],[4,4,11],[5,3,0],[6,0,25],[7,0,20],[8,2,25],[9,0,29],[10,5,20],[11,5,3],[12,3,22],[13,0,3],[14,3,22],[15,1,2],[16,5,31],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,3,19],[25,2,23],[26,2,16],[27,0,31],[28,0,7],[29,5,24]) crommosom[6]: ([0,4,4],[1,2,7],[2,1,3],[3,4,25],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,3,10],[15,5,3],[16,5,17],[17,4,7],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,1,2],[23,1,13],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[7]: ([0,3,13],[1,5,8],[2,4,27],[3,0,22],[4,4,11],[5,3,35],[6,4,18],[7,2,16],[8,3,7],[9,5,24],[10,5,14],[11,0,20],[12,5,33],[13,1,24],[14,1,5],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,1,10],[23,0,13],[24,2,3],[25,5,8],[26,4,7],[27,2,5],[28,0,10],[29,3,3]) crommosom[8]: ([0,0,8],[1,0,2],[2,5,3],[3,1,11],[4,0,13],[5,5,3],[6,5,4],[7,3,25],[8,0,27],[9,1,13],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,2,8],[15,5,26],[16,5,31],[17,0,26],[18,2,31],[19,5,13],[20,3,4],[21,2,25],[22,2,30],[23,5,31],[24,2,30],[25,5,22],[26,0,29],[27,4,30],[28,5,15],[29,1,13]) crommosom[9]: ([0,1,33],[1,4,12],[2,3,16],[3,3,16],[4,4,11],[5,4,3],[6,2,28],[7,5,1],[8,1,35],[9,2,7],[10,3,19],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,4,13],[17,0,30],[18,0,0],[19,0,7],[20,2,14],[21,3,34],[22,5,35],[23,5,16],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) fitness[0]: 1/(1+2+3+5) = 0.0909090909091 fitness[1]: 1/(1+1+6+4) = 0.0833333333333 fitness[2]: 1/(1+3+2+4) = 0.1 fitness[3]: 1/(1+0+5+2) = 0.125 fitness[4]: 1/(1+2+0+2) = 0.2 fitness[5]: 1/(1+2+4+4) = 0.0909090909091 fitness[6]: 1/(1+1+2+3) = 0.142857142857 fitness[7]: 1/(1+1+4+3) = 0.111111111111 fitness[8]: 1/(1+1+5+5) = 0.0833333333333 fitness[9]: 1/(1+1+2+3) = 0.142857142857Generasi ke-19
crommosom[0]: ([0,4,6],[1,4,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,27],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,3,17],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[1]: ([0,1,33],[1,4,12],[2,3,16],[3,3,16],[4,4,11],[5,4,3],[6,2,28],[7,5,1],[8,1,35],[9,2,7],[10,3,19],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,4,13],[17,0,30],[18,0,0],[19,0,7],[20,2,14],[21,3,34],[22,5,35],[23,5,16],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[2]: ([0,4,4],[1,2,7],[2,1,3],[3,4,25],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,3,10],[15,5,3],[16,5,17],[17,4,7],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,1,2],[23,1,13],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[3]: ([0,5,31],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,30],[19,4,0],[20,0,26],[21,3,1],[22,0,19],[23,1,12],[24,0,21],[25,3,25],[26,0,28],[27,5,20],[28,0,10],[29,3,27]) crommosom[4]: ([0,3,13],[1,5,8],[2,4,27],[3,0,22],[4,4,11],[5,3,35],[6,4,18],[7,2,16],[8,3,7],[9,5,24],[10,5,14],[11,0,20],[12,5,33],[13,1,24],[14,1,5],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,1,10],[23,0,13],[24,2,3],[25,5,8],[26,4,7],[27,2,5],[28,0,10],[29,3,3]) crommosom[5]: ([0,0,32],[1,1,32],[2,5,10],[3,0,34],[4,0,15],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,2,11],[18,1,13],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,5,1],[24,3,23],[25,3,34],[26,3,29],[27,4,7],[28,1,22],[29,4,30]) crommosom[6]: ([0,4,1],[1,5,20],[2,4,18],[3,0,22],[4,4,11],[5,3,0],[6,0,25],[7,0,20],[8,2,25],[9,0,29],[10,5,20],[11,5,3],[12,3,22],[13,0,3],[14,3,22],[15,1,2],[16,5,31],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,3,19],[25,2,23],[26,2,16],[27,0,31],[28,0,7],[29,5,24]) crommosom[7]: ([0,4,35],[1,2,31],[2,4,25],[3,0,22],[4,2,34],[5,3,22],[6,1,3],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,4,33],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,1,12],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,0,8],[28,3,24],[29,2,22]) crommosom[8]: ([0,0,8],[1,0,2],[2,5,3],[3,1,11],[4,0,13],[5,5,3],[6,5,4],[7,3,25],[8,0,27],[9,1,13],[10,4,15],[11,0,24],[12,3,29],[13,1,5],[14,2,8],[15,5,26],[16,5,31],[17,0,26],[18,2,31],[19,5,13],[20,3,4],[21,2,25],[22,2,30],[23,5,31],[24,2,30],[25,5,22],[26,0,29],[27,4,30],[28,5,15],[29,1,13]) crommosom[9]: ([0,0,32],[1,3,26],[2,5,10],[3,1,10],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,4,28],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,3,17],[21,3,17],[22,1,34],[23,4,30],[24,4,16],[25,3,34],[26,3,29],[27,0,7],[28,1,22],[29,4,30]) fitness[0]: 1/(1+2+0+2) = 0.2 fitness[1]: 1/(1+1+2+3) = 0.142857142857 fitness[2]: 1/(1+1+2+3) = 0.142857142857 fitness[3]: 1/(1+0+5+2) = 0.125 fitness[4]: 1/(1+1+4+3) = 0.111111111111 fitness[5]: 1/(1+3+2+4) = 0.1 fitness[6]: 1/(1+2+4+4) = 0.0909090909091 fitness[7]: 1/(1+2+3+5) = 0.0909090909091 fitness[8]: 1/(1+1+5+5) = 0.0833333333333 fitness[9]: 1/(1+1+6+4) = 0.0833333333333Seleksi generasi ke-19
fitness_cumulation[0] : 0.2 fitness_cumulation[1] : 0.342857142857 fitness_cumulation[2] : 0.485714285714 fitness_cumulation[3] : 0.610714285714 fitness_cumulation[4] : 0.721825396825 fitness_cumulation[5] : 0.821825396825 fitness_cumulation[6] : 0.912734487734 fitness_cumulation[7] : 1.00364357864 fitness_cumulation[8] : 1.08697691198 fitness_cumulation[9] : 1.17031024531 pointer[0]: 0.0588826234012 + 0 * 0.117031024531 = 0.0588826234012 pointer[1]: 0.0588826234012 + 1 * 0.117031024531 = 0.175913647932 pointer[2]: 0.0588826234012 + 2 * 0.117031024531 = 0.292944672463 pointer[3]: 0.0588826234012 + 3 * 0.117031024531 = 0.409975696994 pointer[4]: 0.0588826234012 + 4 * 0.117031024531 = 0.527006721525 pointer[5]: 0.0588826234012 + 5 * 0.117031024531 = 0.644037746056 pointer[6]: 0.0588826234012 + 6 * 0.117031024531 = 0.761068770587 pointer[7]: 0.0588826234012 + 7 * 0.117031024531 = 0.878099795118 pointer[8]: 0.0588826234012 + 8 * 0.117031024531 = 0.995130819649 pointer[9]: 0.0588826234012 + 9 * 0.117031024531 = 1.11216184418 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,4,6],[1,4,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,27],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,3,17],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[1]: ([0,4,6],[1,4,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,27],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,3,17],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[2]: ([0,1,33],[1,4,12],[2,3,16],[3,3,16],[4,4,11],[5,4,3],[6,2,28],[7,5,1],[8,1,35],[9,2,7],[10,3,19],[11,5,34],[12,3,21],[13,1,7],[14,1,6],[15,0,14],[16,4,13],[17,0,30],[18,0,0],[19,0,7],[20,2,14],[21,3,34],[22,5,35],[23,5,16],[24,2,12],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[3]: ([0,4,4],[1,2,7],[2,1,3],[3,4,25],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,3,10],[15,5,3],[16,5,17],[17,4,7],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,1,2],[23,1,13],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[4]: ([0,5,31],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,30],[19,4,0],[20,0,26],[21,3,1],[22,0,19],[23,1,12],[24,0,21],[25,3,25],[26,0,28],[27,5,20],[28,0,10],[29,3,27]) crommosom[5]: ([0,3,13],[1,5,8],[2,4,27],[3,0,22],[4,4,11],[5,3,35],[6,4,18],[7,2,16],[8,3,7],[9,5,24],[10,5,14],[11,0,20],[12,5,33],[13,1,24],[14,1,5],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,1,10],[23,0,13],[24,2,3],[25,5,8],[26,4,7],[27,2,5],[28,0,10],[29,3,3]) crommosom[6]: ([0,0,32],[1,1,32],[2,5,10],[3,0,34],[4,0,15],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,1,31],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,2,11],[18,1,13],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,5,1],[24,3,23],[25,3,34],[26,3,29],[27,4,7],[28,1,22],[29,4,30]) crommosom[7]: ([0,4,1],[1,5,20],[2,4,18],[3,0,22],[4,4,11],[5,3,0],[6,0,25],[7,0,20],[8,2,25],[9,0,29],[10,5,20],[11,5,3],[12,3,22],[13,0,3],[14,3,22],[15,1,2],[16,5,31],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,3,19],[25,2,23],[26,2,16],[27,0,31],[28,0,7],[29,5,24]) crommosom[8]: ([0,4,35],[1,2,31],[2,4,25],[3,0,22],[4,2,34],[5,3,22],[6,1,3],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,4,33],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,1,12],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,0,8],[28,3,24],[29,2,22]) crommosom[9]: ([0,0,32],[1,3,26],[2,5,10],[3,1,10],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,4,28],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,3,17],[21,3,17],[22,1,34],[23,4,30],[24,4,16],[25,3,34],[26,3,29],[27,0,7],[28,1,22],[29,4,30]) fitness[0]: 1/(1+2+0+2) = 0.2 fitness[1]: 1/(1+2+0+2) = 0.2 fitness[2]: 1/(1+1+2+3) = 0.142857142857 fitness[3]: 1/(1+1+2+3) = 0.142857142857 fitness[4]: 1/(1+0+5+2) = 0.125 fitness[5]: 1/(1+1+4+3) = 0.111111111111 fitness[6]: 1/(1+3+2+4) = 0.1 fitness[7]: 1/(1+2+4+4) = 0.0909090909091 fitness[8]: 1/(1+2+3+5) = 0.0909090909091 fitness[9]: 1/(1+1+6+4) = 0.0833333333333Pindah silang generasi ke-19
parent[0] : 0 parent[1] : 2 parent[2] : 4 parent[3] : 5 parent[4] : 6 parent[5] : 8 crommosom[0]: ([0,4,6],[1,4,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,27],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,3,17],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[1]: ([0,4,6],[1,4,13],[2,0,4],[3,0,22],[4,4,11],[5,3,22],[6,2,27],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,3,17],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[2]: ([0,1,33],[1,4,12],[2,3,16],[3,3,16],[4,4,11],[5,4,3],[6,2,28],[7,5,1],[8,1,35],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,1,6],[15,0,14],[16,3,27],[17,0,10],[18,0,30],[19,4,0],[20,0,26],[21,3,1],[22,0,19],[23,1,12],[24,0,21],[25,3,25],[26,0,28],[27,5,20],[28,0,10],[29,3,27]) crommosom[3]: ([0,4,4],[1,2,7],[2,1,3],[3,4,25],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,3,10],[15,5,3],[16,5,17],[17,4,7],[18,4,13],[19,3,21],[20,5,31],[21,2,34],[22,1,2],[23,1,13],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[4]: ([0,5,31],[1,4,12],[2,3,1],[3,3,16],[4,0,4],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,1,6],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,1,10],[23,0,13],[24,2,3],[25,5,8],[26,4,7],[27,2,5],[28,0,10],[29,3,3]) crommosom[5]: ([0,3,13],[1,5,8],[2,4,27],[3,0,22],[4,4,11],[5,3,35],[6,4,18],[7,2,16],[8,3,7],[9,5,24],[10,5,14],[11,0,20],[12,5,33],[13,1,24],[14,2,18],[15,4,10],[16,0,10],[17,2,11],[18,1,13],[19,0,35],[20,5,2],[21,0,25],[22,1,34],[23,5,1],[24,3,23],[25,3,34],[26,3,29],[27,4,7],[28,1,22],[29,4,30]) crommosom[6]: ([0,0,32],[1,1,32],[2,5,10],[3,0,34],[4,0,15],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,4,33],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,1,12],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,0,8],[28,3,24],[29,2,22]) crommosom[7]: ([0,4,1],[1,5,20],[2,4,18],[3,0,22],[4,4,11],[5,3,0],[6,0,25],[7,0,20],[8,2,25],[9,0,29],[10,5,20],[11,5,3],[12,3,22],[13,0,3],[14,3,22],[15,1,2],[16,5,31],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,3,19],[25,2,23],[26,2,16],[27,0,31],[28,0,7],[29,5,24]) crommosom[8]: ([0,4,35],[1,2,31],[2,4,25],[3,0,22],[4,2,34],[5,3,22],[6,1,3],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,4,33],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,0,28],[27,1,16],[28,4,20],[29,4,30]) crommosom[9]: ([0,0,32],[1,3,26],[2,5,10],[3,1,10],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,3,7],[9,5,24],[10,4,28],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,3,17],[21,3,17],[22,1,34],[23,4,30],[24,4,16],[25,3,34],[26,3,29],[27,0,7],[28,1,22],[29,4,30]) fitness[0]: 1/(1+2+0+2) = 0.2 fitness[1]: 1/(1+2+0+2) = 0.2 fitness[2]: 1/(1+0+6+5) = 0.0833333333333 fitness[3]: 1/(1+1+2+3) = 0.142857142857 fitness[4]: 1/(1+1+4+4) = 0.1 fitness[5]: 1/(1+2+1+3) = 0.142857142857 fitness[6]: 1/(1+1+3+4) = 0.111111111111 fitness[7]: 1/(1+2+4+4) = 0.0909090909091 fitness[8]: 1/(1+3+1+4) = 0.111111111111 fitness[9]: 1/(1+1+6+4) = 0.0833333333333Mutasi generasi ke-19
162 : [5, 11] 20 : [0, 19] 172 : [5, 21] 262 : [8, 21] 187 : [6, 6] 209 : [6, 28] 267 : [8, 26] 177 : [5, 26] 15 : [0, 14] 166 : [5, 15] 80 : [2, 19] 240 : [7, 29] 21 : [0, 20] 174 : [5, 23] 63 : [2, 2] 15 : [0, 14] 92 : [3, 1] 131 : [4, 10] 146 : [4, 25] 249 : [8, 8] 148 : [4, 27] 294 : [9, 23] 4 : [0, 3] 110 : [3, 19] 262 : [8, 21] 62 : [2, 1] 125 : [4, 4] 297 : [9, 26] 269 : [8, 28] 12 : [0, 11] 262 : [8, 21] 280 : [9, 9] 85 : [2, 24] 149 : [4, 28] 132 : [4, 11] 222 : [7, 11] 26 : [0, 25] 111 : [3, 20] 54 : [1, 23] 170 : [5, 19] 23 : [0, 22] 293 : [9, 22] 19 : [0, 18] 123 : [4, 2] 176 : [5, 25] 242 : [8, 1] 35 : [1, 4] 247 : [8, 6] 107 : [3, 16] 60 : [1, 29] 56 : [1, 25] 241 : [8, 0] 8 : [0, 7] 261 : [8, 20] 209 : [6, 28] 114 : [3, 23] 38 : [1, 7] 105 : [3, 14] 12 : [0, 11] 28 : [0, 27] 163 : [5, 12] 80 : [2, 19] 57 : [1, 26] 179 : [5, 28] 295 : [9, 24] 235 : [7, 24] 222 : [7, 11] 279 : [9, 8] 219 : [7, 8] 94 : [3, 3] 75 : [2, 14] 183 : [6, 2] 112 : [3, 21] 179 : [5, 28] 208 : [6, 27] crommosom[0]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,3,22],[6,2,27],[7,2,14],[8,5,4],[9,1,0],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,5,25],[25,2,25],[26,0,28],[27,4,33],[28,4,20],[29,4,30]) crommosom[1]: ([0,4,6],[1,4,13],[2,0,4],[3,0,22],[4,1,8],[5,3,22],[6,2,27],[7,2,6],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,3,17],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,2,30],[24,5,25],[25,2,25],[26,4,8],[27,1,16],[28,4,20],[29,2,16]) crommosom[2]: ([0,1,33],[1,0,12],[2,2,12],[3,3,16],[4,4,11],[5,4,3],[6,2,28],[7,5,1],[8,1,35],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,5,22],[15,0,14],[16,3,27],[17,0,10],[18,0,30],[19,4,27],[20,0,26],[21,3,1],[22,0,19],[23,1,12],[24,3,12],[25,3,25],[26,0,28],[27,5,20],[28,0,10],[29,3,27]) crommosom[3]: ([0,4,4],[1,5,20],[2,1,3],[3,1,24],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,1,28],[15,5,3],[16,4,1],[17,4,7],[18,4,13],[19,5,33],[20,2,19],[21,1,4],[22,1,2],[23,1,34],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[4]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,1,6],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,1,10],[23,0,13],[24,2,3],[25,3,5],[26,4,7],[27,2,2],[28,5,6],[29,3,3]) crommosom[5]: ([0,3,13],[1,5,8],[2,4,27],[3,0,22],[4,4,11],[5,3,35],[6,4,18],[7,2,16],[8,3,7],[9,5,24],[10,5,14],[11,4,19],[12,5,13],[13,1,24],[14,2,18],[15,4,23],[16,0,10],[17,2,11],[18,1,13],[19,2,35],[20,5,2],[21,1,18],[22,1,34],[23,4,18],[24,3,23],[25,2,24],[26,2,1],[27,4,7],[28,5,27],[29,4,30]) crommosom[6]: ([0,0,32],[1,1,32],[2,0,12],[3,0,34],[4,0,15],[5,5,5],[6,4,30],[7,2,33],[8,3,7],[9,5,24],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,4,33],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,1,12],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,5,2],[28,2,28],[29,2,22]) crommosom[7]: ([0,4,1],[1,5,20],[2,4,18],[3,0,22],[4,4,11],[5,3,0],[6,0,25],[7,0,20],[8,1,33],[9,0,29],[10,5,20],[11,4,6],[12,3,22],[13,0,3],[14,3,22],[15,1,2],[16,5,31],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,4,29],[25,2,23],[26,2,16],[27,0,31],[28,0,7],[29,1,1]) crommosom[8]: ([0,2,33],[1,0,26],[2,4,25],[3,0,22],[4,2,34],[5,3,22],[6,3,24],[7,2,8],[8,0,29],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,4,33],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,13],[21,3,32],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,2,4],[27,1,16],[28,1,13],[29,4,30]) crommosom[9]: ([0,0,32],[1,3,26],[2,5,10],[3,1,10],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,1,13],[9,3,3],[10,4,28],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,3,17],[21,3,17],[22,1,8],[23,1,12],[24,1,19],[25,3,34],[26,4,29],[27,0,7],[28,1,22],[29,4,30]) fitness[0]: 1/(1+2+0+2) = 0.2 fitness[1]: 1/(1+4+2+4) = 0.0909090909091 fitness[2]: 1/(1+2+4+7) = 0.0714285714286 fitness[3]: 1/(1+2+4+4) = 0.0909090909091 fitness[4]: 1/(1+0+4+4) = 0.111111111111 fitness[5]: 1/(1+3+3+4) = 0.0909090909091 fitness[6]: 1/(1+1+2+3) = 0.142857142857 fitness[7]: 1/(1+1+4+3) = 0.111111111111 fitness[8]: 1/(1+4+2+7) = 0.0714285714286 fitness[9]: 1/(1+1+4+3) = 0.111111111111Generasi ke-20
crommosom[0]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,3,22],[6,2,27],[7,2,14],[8,5,4],[9,1,0],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,5,25],[25,2,25],[26,0,28],[27,4,33],[28,4,20],[29,4,30]) crommosom[1]: ([0,0,32],[1,1,32],[2,0,12],[3,0,34],[4,0,15],[5,5,5],[6,4,30],[7,2,33],[8,3,7],[9,5,24],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,4,33],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,1,12],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,5,2],[28,2,28],[29,2,22]) crommosom[2]: ([0,0,32],[1,3,26],[2,5,10],[3,1,10],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,1,13],[9,3,3],[10,4,28],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,3,17],[21,3,17],[22,1,8],[23,1,12],[24,1,19],[25,3,34],[26,4,29],[27,0,7],[28,1,22],[29,4,30]) crommosom[3]: ([0,4,1],[1,5,20],[2,4,18],[3,0,22],[4,4,11],[5,3,0],[6,0,25],[7,0,20],[8,1,33],[9,0,29],[10,5,20],[11,4,6],[12,3,22],[13,0,3],[14,3,22],[15,1,2],[16,5,31],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,4,29],[25,2,23],[26,2,16],[27,0,31],[28,0,7],[29,1,1]) crommosom[4]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,1,6],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,1,10],[23,0,13],[24,2,3],[25,3,5],[26,4,7],[27,2,2],[28,5,6],[29,3,3]) crommosom[5]: ([0,3,13],[1,5,8],[2,4,27],[3,0,22],[4,4,11],[5,3,35],[6,4,18],[7,2,16],[8,3,7],[9,5,24],[10,5,14],[11,4,19],[12,5,13],[13,1,24],[14,2,18],[15,4,23],[16,0,10],[17,2,11],[18,1,13],[19,2,35],[20,5,2],[21,1,18],[22,1,34],[23,4,18],[24,3,23],[25,2,24],[26,2,1],[27,4,7],[28,5,27],[29,4,30]) crommosom[6]: ([0,4,4],[1,5,20],[2,1,3],[3,1,24],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,1,28],[15,5,3],[16,4,1],[17,4,7],[18,4,13],[19,5,33],[20,2,19],[21,1,4],[22,1,2],[23,1,34],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[7]: ([0,4,6],[1,4,13],[2,0,4],[3,0,22],[4,1,8],[5,3,22],[6,2,27],[7,2,6],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,3,10],[15,3,17],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,2,30],[23,2,30],[24,5,25],[25,2,25],[26,4,8],[27,1,16],[28,4,20],[29,2,16]) crommosom[8]: ([0,1,33],[1,0,12],[2,2,12],[3,3,16],[4,4,11],[5,4,3],[6,2,28],[7,5,1],[8,1,35],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,5,22],[15,0,14],[16,3,27],[17,0,10],[18,0,30],[19,4,27],[20,0,26],[21,3,1],[22,0,19],[23,1,12],[24,3,12],[25,3,25],[26,0,28],[27,5,20],[28,0,10],[29,3,27]) crommosom[9]: ([0,2,33],[1,0,26],[2,4,25],[3,0,22],[4,2,34],[5,3,22],[6,3,24],[7,2,8],[8,0,29],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,4,33],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,13],[21,3,32],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,2,4],[27,1,16],[28,1,13],[29,4,30]) fitness[0]: 1/(1+2+0+2) = 0.2 fitness[1]: 1/(1+1+2+3) = 0.142857142857 fitness[2]: 1/(1+1+4+3) = 0.111111111111 fitness[3]: 1/(1+1+4+3) = 0.111111111111 fitness[4]: 1/(1+0+4+4) = 0.111111111111 fitness[5]: 1/(1+3+3+4) = 0.0909090909091 fitness[6]: 1/(1+2+4+4) = 0.0909090909091 fitness[7]: 1/(1+4+2+4) = 0.0909090909091 fitness[8]: 1/(1+2+4+7) = 0.0714285714286 fitness[9]: 1/(1+4+2+7) = 0.0714285714286Seleksi generasi ke-20
fitness_cumulation[0] : 0.2 fitness_cumulation[1] : 0.342857142857 fitness_cumulation[2] : 0.453968253968 fitness_cumulation[3] : 0.565079365079 fitness_cumulation[4] : 0.67619047619 fitness_cumulation[5] : 0.7670995671 fitness_cumulation[6] : 0.858008658009 fitness_cumulation[7] : 0.948917748918 fitness_cumulation[8] : 1.02034632035 fitness_cumulation[9] : 1.09177489177 pointer[0]: 0.0817495755919 + 0 * 0.109177489177 = 0.0817495755919 pointer[1]: 0.0817495755919 + 1 * 0.109177489177 = 0.190927064769 pointer[2]: 0.0817495755919 + 2 * 0.109177489177 = 0.300104553947 pointer[3]: 0.0817495755919 + 3 * 0.109177489177 = 0.409282043124 pointer[4]: 0.0817495755919 + 4 * 0.109177489177 = 0.518459532302 pointer[5]: 0.0817495755919 + 5 * 0.109177489177 = 0.627637021479 pointer[6]: 0.0817495755919 + 6 * 0.109177489177 = 0.736814510657 pointer[7]: 0.0817495755919 + 7 * 0.109177489177 = 0.845991999834 pointer[8]: 0.0817495755919 + 8 * 0.109177489177 = 0.955169489012 pointer[9]: 0.0817495755919 + 9 * 0.109177489177 = 1.06434697819 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[8] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,3,22],[6,2,27],[7,2,14],[8,5,4],[9,1,0],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,5,25],[25,2,25],[26,0,28],[27,4,33],[28,4,20],[29,4,30]) crommosom[1]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,3,22],[6,2,27],[7,2,14],[8,5,4],[9,1,0],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,5,25],[25,2,25],[26,0,28],[27,4,33],[28,4,20],[29,4,30]) crommosom[2]: ([0,0,32],[1,1,32],[2,0,12],[3,0,34],[4,0,15],[5,5,5],[6,4,30],[7,2,33],[8,3,7],[9,5,24],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,4,33],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,1,12],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,5,2],[28,2,28],[29,2,22]) crommosom[3]: ([0,0,32],[1,3,26],[2,5,10],[3,1,10],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,1,13],[9,3,3],[10,4,28],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,3,17],[21,3,17],[22,1,8],[23,1,12],[24,1,19],[25,3,34],[26,4,29],[27,0,7],[28,1,22],[29,4,30]) crommosom[4]: ([0,4,1],[1,5,20],[2,4,18],[3,0,22],[4,4,11],[5,3,0],[6,0,25],[7,0,20],[8,1,33],[9,0,29],[10,5,20],[11,4,6],[12,3,22],[13,0,3],[14,3,22],[15,1,2],[16,5,31],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,4,29],[25,2,23],[26,2,16],[27,0,31],[28,0,7],[29,1,1]) crommosom[5]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,1,6],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,1,10],[23,0,13],[24,2,3],[25,3,5],[26,4,7],[27,2,2],[28,5,6],[29,3,3]) crommosom[6]: ([0,3,13],[1,5,8],[2,4,27],[3,0,22],[4,4,11],[5,3,35],[6,4,18],[7,2,16],[8,3,7],[9,5,24],[10,5,14],[11,4,19],[12,5,13],[13,1,24],[14,2,18],[15,4,23],[16,0,10],[17,2,11],[18,1,13],[19,2,35],[20,5,2],[21,1,18],[22,1,34],[23,4,18],[24,3,23],[25,2,24],[26,2,1],[27,4,7],[28,5,27],[29,4,30]) crommosom[7]: ([0,4,4],[1,5,20],[2,1,3],[3,1,24],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,1,28],[15,5,3],[16,4,1],[17,4,7],[18,4,13],[19,5,33],[20,2,19],[21,1,4],[22,1,2],[23,1,34],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[8]: ([0,1,33],[1,0,12],[2,2,12],[3,3,16],[4,4,11],[5,4,3],[6,2,28],[7,5,1],[8,1,35],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,5,22],[15,0,14],[16,3,27],[17,0,10],[18,0,30],[19,4,27],[20,0,26],[21,3,1],[22,0,19],[23,1,12],[24,3,12],[25,3,25],[26,0,28],[27,5,20],[28,0,10],[29,3,27]) crommosom[9]: ([0,2,33],[1,0,26],[2,4,25],[3,0,22],[4,2,34],[5,3,22],[6,3,24],[7,2,8],[8,0,29],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,4,33],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,13],[21,3,32],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,2,4],[27,1,16],[28,1,13],[29,4,30]) fitness[0]: 1/(1+2+0+2) = 0.2 fitness[1]: 1/(1+2+0+2) = 0.2 fitness[2]: 1/(1+1+2+3) = 0.142857142857 fitness[3]: 1/(1+1+4+3) = 0.111111111111 fitness[4]: 1/(1+1+4+3) = 0.111111111111 fitness[5]: 1/(1+0+4+4) = 0.111111111111 fitness[6]: 1/(1+3+3+4) = 0.0909090909091 fitness[7]: 1/(1+2+4+4) = 0.0909090909091 fitness[8]: 1/(1+2+4+7) = 0.0714285714286 fitness[9]: 1/(1+4+2+7) = 0.0714285714286Pindah silang generasi ke-20
parent[0] : 2 parent[1] : 3 parent[2] : 5 parent[3] : 6 parent[4] : 7 parent[5] : 8 parent[6] : 9 crommosom[0]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,3,22],[6,2,27],[7,2,14],[8,5,4],[9,1,0],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,5,25],[25,2,25],[26,0,28],[27,4,33],[28,4,20],[29,4,30]) crommosom[1]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,3,22],[6,2,27],[7,2,14],[8,5,4],[9,1,0],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,5,25],[25,2,25],[26,0,28],[27,4,33],[28,4,20],[29,4,30]) crommosom[2]: ([0,0,32],[1,1,32],[2,0,12],[3,0,34],[4,0,15],[5,5,5],[6,4,30],[7,2,33],[8,1,13],[9,3,3],[10,4,28],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,3,17],[21,3,17],[22,1,8],[23,1,12],[24,1,19],[25,3,34],[26,4,29],[27,0,7],[28,1,22],[29,4,30]) crommosom[3]: ([0,0,32],[1,3,26],[2,5,10],[3,1,10],[4,3,1],[5,5,5],[6,3,21],[7,2,33],[8,1,13],[9,3,3],[10,4,28],[11,3,10],[12,3,22],[13,2,3],[14,2,18],[15,4,10],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,3,19],[21,0,3],[22,1,10],[23,0,13],[24,2,3],[25,3,5],[26,4,7],[27,2,2],[28,5,6],[29,3,3]) crommosom[4]: ([0,4,1],[1,5,20],[2,4,18],[3,0,22],[4,4,11],[5,3,0],[6,0,25],[7,0,20],[8,1,33],[9,0,29],[10,5,20],[11,4,6],[12,3,22],[13,0,3],[14,3,22],[15,1,2],[16,5,31],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,4,29],[25,2,23],[26,2,16],[27,0,31],[28,0,7],[29,1,1]) crommosom[5]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,1,6],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,1,10],[23,4,18],[24,3,23],[25,2,24],[26,2,1],[27,4,7],[28,5,27],[29,4,30]) crommosom[6]: ([0,3,13],[1,5,8],[2,1,3],[3,1,24],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,1,28],[15,5,3],[16,4,1],[17,4,7],[18,4,13],[19,5,33],[20,2,19],[21,1,4],[22,1,2],[23,1,34],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[7]: ([0,4,4],[1,5,20],[2,1,3],[3,1,24],[4,0,20],[5,5,5],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,4,27],[13,0,3],[14,5,22],[15,0,14],[16,3,27],[17,0,10],[18,0,30],[19,4,27],[20,0,26],[21,3,1],[22,0,19],[23,1,12],[24,3,12],[25,3,25],[26,0,28],[27,5,20],[28,0,10],[29,3,27]) crommosom[8]: ([0,1,33],[1,0,12],[2,2,12],[3,3,16],[4,4,11],[5,4,3],[6,2,28],[7,5,1],[8,1,35],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,5,22],[15,0,14],[16,3,27],[17,0,10],[18,2,14],[19,3,21],[20,5,13],[21,3,32],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,2,4],[27,1,16],[28,1,13],[29,4,30]) crommosom[9]: ([0,2,33],[1,0,26],[2,4,25],[3,0,22],[4,2,34],[5,3,22],[6,3,24],[7,2,33],[8,3,7],[9,5,24],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,4,33],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,3,21],[20,5,31],[21,2,34],[22,1,12],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,5,2],[28,2,28],[29,2,22]) fitness[0]: 1/(1+2+0+2) = 0.2 fitness[1]: 1/(1+2+0+2) = 0.2 fitness[2]: 1/(1+2+5+3) = 0.0909090909091 fitness[3]: 1/(1+1+5+4) = 0.0909090909091 fitness[4]: 1/(1+1+4+3) = 0.111111111111 fitness[5]: 1/(1+1+3+3) = 0.125 fitness[6]: 1/(1+1+3+2) = 0.142857142857 fitness[7]: 1/(1+2+5+6) = 0.0714285714286 fitness[8]: 1/(1+3+2+9) = 0.0666666666667 fitness[9]: 1/(1+2+4+5) = 0.0833333333333Mutasi generasi ke-20
100 : [3, 9] 18 : [0, 17] 112 : [3, 21] 186 : [6, 5] 69 : [2, 8] 180 : [5, 29] 59 : [1, 28] 267 : [8, 26] 39 : [1, 8] 55 : [1, 24] 126 : [4, 5] 11 : [0, 10] 176 : [5, 25] 245 : [8, 4] 199 : [6, 18] 260 : [8, 19] 56 : [1, 25] 77 : [2, 16] 121 : [4, 0] 101 : [3, 10] 267 : [8, 26] 73 : [2, 12] 186 : [6, 5] 98 : [3, 7] 65 : [2, 4] 125 : [4, 4] 68 : [2, 7] 165 : [5, 14] 81 : [2, 20] 16 : [0, 15] 90 : [2, 29] 103 : [3, 12] 71 : [2, 10] 107 : [3, 16] 95 : [3, 4] 104 : [3, 13] 14 : [0, 13] 184 : [6, 3] 279 : [9, 8] 39 : [1, 8] 116 : [3, 25] 37 : [1, 6] 111 : [3, 20] 214 : [7, 3] 290 : [9, 19] 239 : [7, 28] 19 : [0, 18] 285 : [9, 14] 215 : [7, 4] 228 : [7, 17] 125 : [4, 4] 173 : [5, 22] 146 : [4, 25] 228 : [7, 17] 216 : [7, 5] 175 : [5, 24] 230 : [7, 19] 148 : [4, 27] 94 : [3, 3] 149 : [4, 28] 28 : [0, 27] 123 : [4, 2] 234 : [7, 23] 133 : [4, 12] 227 : [7, 16] 9 : [0, 8] 184 : [6, 3] 165 : [5, 14] 137 : [4, 16] 77 : [2, 16] 24 : [0, 23] 95 : [3, 4] 24 : [0, 23] 223 : [7, 12] 5 : [0, 4] crommosom[0]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,5,11],[5,3,22],[6,2,27],[7,2,14],[8,2,8],[9,1,0],[10,5,13],[11,3,21],[12,3,30],[13,3,32],[14,0,7],[15,3,9],[16,0,31],[17,0,19],[18,2,26],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,4,15],[24,5,25],[25,2,25],[26,0,28],[27,1,8],[28,4,20],[29,4,30]) crommosom[1]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,3,22],[6,0,32],[7,2,14],[8,2,23],[9,1,0],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,2,19],[25,5,11],[26,0,28],[27,4,33],[28,3,2],[29,4,30]) crommosom[2]: ([0,0,32],[1,1,32],[2,0,12],[3,0,34],[4,3,1],[5,5,5],[6,4,30],[7,3,20],[8,1,7],[9,3,3],[10,2,12],[11,3,10],[12,3,32],[13,2,3],[14,2,18],[15,4,10],[16,2,35],[17,5,24],[18,0,0],[19,4,30],[20,1,7],[21,3,17],[22,1,8],[23,1,12],[24,1,19],[25,3,34],[26,4,29],[27,0,7],[28,1,22],[29,3,26]) crommosom[3]: ([0,0,32],[1,3,26],[2,5,10],[3,0,28],[4,5,3],[5,5,5],[6,3,21],[7,5,34],[8,1,13],[9,4,22],[10,0,8],[11,3,10],[12,4,8],[13,1,9],[14,2,18],[15,4,10],[16,4,9],[17,5,24],[18,0,0],[19,4,30],[20,1,9],[21,1,8],[22,1,10],[23,0,13],[24,2,3],[25,4,5],[26,4,7],[27,2,2],[28,5,6],[29,3,3]) crommosom[4]: ([0,5,28],[1,5,20],[2,5,27],[3,0,22],[4,2,11],[5,4,12],[6,0,25],[7,0,20],[8,1,33],[9,0,29],[10,5,20],[11,4,6],[12,0,9],[13,0,3],[14,3,22],[15,1,2],[16,5,4],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,4,29],[25,5,23],[26,2,16],[27,2,32],[28,5,29],[29,1,1]) crommosom[5]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,2,1],[27,4,7],[28,5,27],[29,3,11]) crommosom[6]: ([0,3,13],[1,5,8],[2,1,3],[3,0,23],[4,0,20],[5,0,4],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,1,28],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,5,33],[20,2,19],[21,1,4],[22,1,2],[23,1,34],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[7]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,5,6],[5,3,9],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,1,18],[13,0,3],[14,5,22],[15,0,14],[16,4,30],[17,3,11],[18,0,30],[19,2,33],[20,0,26],[21,3,1],[22,0,19],[23,1,23],[24,3,12],[25,3,25],[26,0,28],[27,5,20],[28,1,6],[29,3,27]) crommosom[8]: ([0,1,33],[1,0,12],[2,2,12],[3,3,16],[4,5,32],[5,4,3],[6,2,28],[7,5,1],[8,1,35],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,5,22],[15,0,14],[16,3,27],[17,0,10],[18,2,14],[19,4,29],[20,5,13],[21,3,32],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,2,1],[27,1,16],[28,1,13],[29,4,30]) crommosom[9]: ([0,2,33],[1,0,26],[2,4,25],[3,0,22],[4,2,34],[5,3,22],[6,3,24],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,5,29],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,5,31],[20,5,31],[21,2,34],[22,1,12],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,5,2],[28,2,28],[29,2,22]) fitness[0]: 1/(1+1+4+2) = 0.125 fitness[1]: 1/(1+1+1+2) = 0.2 fitness[2]: 1/(1+1+4+2) = 0.125 fitness[3]: 1/(1+1+4+6) = 0.0833333333333 fitness[4]: 1/(1+2+5+5) = 0.0769230769231 fitness[5]: 1/(1+0+2+1) = 0.25 fitness[6]: 1/(1+1+3+3) = 0.125 fitness[7]: 1/(1+1+3+4) = 0.111111111111 fitness[8]: 1/(1+3+1+6) = 0.0909090909091 fitness[9]: 1/(1+3+6+6) = 0.0625Generasi ke-21
crommosom[0]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,2,1],[27,4,7],[28,5,27],[29,3,11]) crommosom[1]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,3,22],[6,0,32],[7,2,14],[8,2,23],[9,1,0],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,2,19],[25,5,11],[26,0,28],[27,4,33],[28,3,2],[29,4,30]) crommosom[2]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,5,11],[5,3,22],[6,2,27],[7,2,14],[8,2,8],[9,1,0],[10,5,13],[11,3,21],[12,3,30],[13,3,32],[14,0,7],[15,3,9],[16,0,31],[17,0,19],[18,2,26],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,4,15],[24,5,25],[25,2,25],[26,0,28],[27,1,8],[28,4,20],[29,4,30]) crommosom[3]: ([0,0,32],[1,1,32],[2,0,12],[3,0,34],[4,3,1],[5,5,5],[6,4,30],[7,3,20],[8,1,7],[9,3,3],[10,2,12],[11,3,10],[12,3,32],[13,2,3],[14,2,18],[15,4,10],[16,2,35],[17,5,24],[18,0,0],[19,4,30],[20,1,7],[21,3,17],[22,1,8],[23,1,12],[24,1,19],[25,3,34],[26,4,29],[27,0,7],[28,1,22],[29,3,26]) crommosom[4]: ([0,3,13],[1,5,8],[2,1,3],[3,0,23],[4,0,20],[5,0,4],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,1,28],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,5,33],[20,2,19],[21,1,4],[22,1,2],[23,1,34],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[5]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,5,6],[5,3,9],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,1,18],[13,0,3],[14,5,22],[15,0,14],[16,4,30],[17,3,11],[18,0,30],[19,2,33],[20,0,26],[21,3,1],[22,0,19],[23,1,23],[24,3,12],[25,3,25],[26,0,28],[27,5,20],[28,1,6],[29,3,27]) crommosom[6]: ([0,1,33],[1,0,12],[2,2,12],[3,3,16],[4,5,32],[5,4,3],[6,2,28],[7,5,1],[8,1,35],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,5,22],[15,0,14],[16,3,27],[17,0,10],[18,2,14],[19,4,29],[20,5,13],[21,3,32],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,2,1],[27,1,16],[28,1,13],[29,4,30]) crommosom[7]: ([0,0,32],[1,3,26],[2,5,10],[3,0,28],[4,5,3],[5,5,5],[6,3,21],[7,5,34],[8,1,13],[9,4,22],[10,0,8],[11,3,10],[12,4,8],[13,1,9],[14,2,18],[15,4,10],[16,4,9],[17,5,24],[18,0,0],[19,4,30],[20,1,9],[21,1,8],[22,1,10],[23,0,13],[24,2,3],[25,4,5],[26,4,7],[27,2,2],[28,5,6],[29,3,3]) crommosom[8]: ([0,5,28],[1,5,20],[2,5,27],[3,0,22],[4,2,11],[5,4,12],[6,0,25],[7,0,20],[8,1,33],[9,0,29],[10,5,20],[11,4,6],[12,0,9],[13,0,3],[14,3,22],[15,1,2],[16,5,4],[17,2,34],[18,4,13],[19,0,4],[20,5,10],[21,5,11],[22,4,22],[23,5,34],[24,4,29],[25,5,23],[26,2,16],[27,2,32],[28,5,29],[29,1,1]) crommosom[9]: ([0,2,33],[1,0,26],[2,4,25],[3,0,22],[4,2,34],[5,3,22],[6,3,24],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,5,29],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,5,31],[20,5,31],[21,2,34],[22,1,12],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,5,2],[28,2,28],[29,2,22]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+1+1+2) = 0.2 fitness[2]: 1/(1+1+4+2) = 0.125 fitness[3]: 1/(1+1+4+2) = 0.125 fitness[4]: 1/(1+1+3+3) = 0.125 fitness[5]: 1/(1+1+3+4) = 0.111111111111 fitness[6]: 1/(1+3+1+6) = 0.0909090909091 fitness[7]: 1/(1+1+4+6) = 0.0833333333333 fitness[8]: 1/(1+2+5+5) = 0.0769230769231 fitness[9]: 1/(1+3+6+6) = 0.0625Seleksi generasi ke-21
fitness_cumulation[0] : 0.25 fitness_cumulation[1] : 0.45 fitness_cumulation[2] : 0.575 fitness_cumulation[3] : 0.7 fitness_cumulation[4] : 0.825 fitness_cumulation[5] : 0.936111111111 fitness_cumulation[6] : 1.02702020202 fitness_cumulation[7] : 1.11035353535 fitness_cumulation[8] : 1.18727661228 fitness_cumulation[9] : 1.24977661228 pointer[0]: 0.0945679123863 + 0 * 0.124977661228 = 0.0945679123863 pointer[1]: 0.0945679123863 + 1 * 0.124977661228 = 0.219545573614 pointer[2]: 0.0945679123863 + 2 * 0.124977661228 = 0.344523234842 pointer[3]: 0.0945679123863 + 3 * 0.124977661228 = 0.469500896069 pointer[4]: 0.0945679123863 + 4 * 0.124977661228 = 0.594478557297 pointer[5]: 0.0945679123863 + 5 * 0.124977661228 = 0.719456218525 pointer[6]: 0.0945679123863 + 6 * 0.124977661228 = 0.844433879752 pointer[7]: 0.0945679123863 + 7 * 0.124977661228 = 0.96941154098 pointer[8]: 0.0945679123863 + 8 * 0.124977661228 = 1.09438920221 pointer[9]: 0.0945679123863 + 9 * 0.124977661228 = 1.21936686344 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,2,1],[27,4,7],[28,5,27],[29,3,11]) crommosom[1]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,2,1],[27,4,7],[28,5,27],[29,3,11]) crommosom[2]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,3,22],[6,0,32],[7,2,14],[8,2,23],[9,1,0],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,2,19],[25,5,11],[26,0,28],[27,4,33],[28,3,2],[29,4,30]) crommosom[3]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,5,11],[5,3,22],[6,2,27],[7,2,14],[8,2,8],[9,1,0],[10,5,13],[11,3,21],[12,3,30],[13,3,32],[14,0,7],[15,3,9],[16,0,31],[17,0,19],[18,2,26],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,4,15],[24,5,25],[25,2,25],[26,0,28],[27,1,8],[28,4,20],[29,4,30]) crommosom[4]: ([0,0,32],[1,1,32],[2,0,12],[3,0,34],[4,3,1],[5,5,5],[6,4,30],[7,3,20],[8,1,7],[9,3,3],[10,2,12],[11,3,10],[12,3,32],[13,2,3],[14,2,18],[15,4,10],[16,2,35],[17,5,24],[18,0,0],[19,4,30],[20,1,7],[21,3,17],[22,1,8],[23,1,12],[24,1,19],[25,3,34],[26,4,29],[27,0,7],[28,1,22],[29,3,26]) crommosom[5]: ([0,3,13],[1,5,8],[2,1,3],[3,0,23],[4,0,20],[5,0,4],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,1,28],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,5,33],[20,2,19],[21,1,4],[22,1,2],[23,1,34],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[6]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,5,6],[5,3,9],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,1,18],[13,0,3],[14,5,22],[15,0,14],[16,4,30],[17,3,11],[18,0,30],[19,2,33],[20,0,26],[21,3,1],[22,0,19],[23,1,23],[24,3,12],[25,3,25],[26,0,28],[27,5,20],[28,1,6],[29,3,27]) crommosom[7]: ([0,1,33],[1,0,12],[2,2,12],[3,3,16],[4,5,32],[5,4,3],[6,2,28],[7,5,1],[8,1,35],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,5,22],[15,0,14],[16,3,27],[17,0,10],[18,2,14],[19,4,29],[20,5,13],[21,3,32],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,2,1],[27,1,16],[28,1,13],[29,4,30]) crommosom[8]: ([0,0,32],[1,3,26],[2,5,10],[3,0,28],[4,5,3],[5,5,5],[6,3,21],[7,5,34],[8,1,13],[9,4,22],[10,0,8],[11,3,10],[12,4,8],[13,1,9],[14,2,18],[15,4,10],[16,4,9],[17,5,24],[18,0,0],[19,4,30],[20,1,9],[21,1,8],[22,1,10],[23,0,13],[24,2,3],[25,4,5],[26,4,7],[27,2,2],[28,5,6],[29,3,3]) crommosom[9]: ([0,2,33],[1,0,26],[2,4,25],[3,0,22],[4,2,34],[5,3,22],[6,3,24],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,5,29],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,5,31],[20,5,31],[21,2,34],[22,1,12],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,5,2],[28,2,28],[29,2,22]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+0+2+1) = 0.25 fitness[2]: 1/(1+1+1+2) = 0.2 fitness[3]: 1/(1+1+4+2) = 0.125 fitness[4]: 1/(1+1+4+2) = 0.125 fitness[5]: 1/(1+1+3+3) = 0.125 fitness[6]: 1/(1+1+3+4) = 0.111111111111 fitness[7]: 1/(1+3+1+6) = 0.0909090909091 fitness[8]: 1/(1+1+4+6) = 0.0833333333333 fitness[9]: 1/(1+3+6+6) = 0.0625Pindah silang generasi ke-21
parent[0] : 1 parent[1] : 2 parent[2] : 3 parent[3] : 4 parent[4] : 6 parent[5] : 8 crommosom[0]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,2,1],[27,4,7],[28,5,27],[29,3,11]) crommosom[1]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,1,7],[20,3,19],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,0,28],[27,4,33],[28,3,2],[29,4,30]) crommosom[2]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,3,22],[6,0,32],[7,2,14],[8,2,23],[9,1,0],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,2,19],[25,5,11],[26,0,28],[27,4,33],[28,4,20],[29,4,30]) crommosom[3]: ([0,4,6],[1,4,13],[2,0,4],[3,1,7],[4,5,11],[5,3,22],[6,2,27],[7,2,14],[8,2,8],[9,1,0],[10,5,13],[11,3,21],[12,3,30],[13,3,32],[14,0,7],[15,3,9],[16,0,31],[17,0,19],[18,2,26],[19,3,9],[20,5,12],[21,3,17],[22,1,8],[23,1,12],[24,1,19],[25,3,34],[26,4,29],[27,0,7],[28,1,22],[29,3,26]) crommosom[4]: ([0,0,32],[1,1,32],[2,0,12],[3,3,34],[4,5,6],[5,3,9],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,1,18],[13,0,3],[14,5,22],[15,0,14],[16,4,30],[17,3,11],[18,0,30],[19,2,33],[20,0,26],[21,3,1],[22,0,19],[23,1,23],[24,3,12],[25,3,25],[26,0,28],[27,5,20],[28,1,6],[29,3,27]) crommosom[5]: ([0,3,13],[1,5,8],[2,1,3],[3,0,23],[4,0,20],[5,0,4],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,3,30],[13,2,23],[14,1,28],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,5,33],[20,2,19],[21,1,4],[22,1,2],[23,1,34],[24,2,14],[25,1,7],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[6]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,5,6],[5,3,9],[6,5,17],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,1,18],[13,0,3],[14,5,22],[15,0,14],[16,4,30],[17,5,24],[18,0,0],[19,4,30],[20,1,9],[21,1,8],[22,1,10],[23,0,13],[24,2,3],[25,4,5],[26,4,7],[27,2,2],[28,5,6],[29,3,3]) crommosom[7]: ([0,1,33],[1,0,12],[2,2,12],[3,3,16],[4,5,32],[5,4,3],[6,2,28],[7,5,1],[8,1,35],[9,3,35],[10,3,15],[11,3,8],[12,4,27],[13,0,3],[14,5,22],[15,0,14],[16,3,27],[17,0,10],[18,2,14],[19,4,29],[20,5,13],[21,3,32],[22,2,30],[23,2,23],[24,5,25],[25,0,26],[26,2,1],[27,1,16],[28,1,13],[29,4,30]) crommosom[8]: ([0,0,32],[1,3,26],[2,5,10],[3,0,28],[4,5,3],[5,5,5],[6,3,21],[7,5,34],[8,1,13],[9,4,22],[10,0,8],[11,3,10],[12,4,8],[13,1,9],[14,2,18],[15,4,10],[16,4,9],[17,5,24],[18,0,0],[19,4,30],[20,1,9],[21,1,8],[22,1,10],[23,0,13],[24,2,3],[25,1,25],[26,2,1],[27,4,7],[28,5,27],[29,3,11]) crommosom[9]: ([0,2,33],[1,0,26],[2,4,25],[3,0,22],[4,2,34],[5,3,22],[6,3,24],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,3,30],[13,5,28],[14,5,29],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,5,31],[20,5,31],[21,2,34],[22,1,12],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,5,2],[28,2,28],[29,2,22]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+0+3+1) = 0.2 fitness[2]: 1/(1+1+1+2) = 0.2 fitness[3]: 1/(1+0+5+3) = 0.111111111111 fitness[4]: 1/(1+1+1+4) = 0.142857142857 fitness[5]: 1/(1+1+3+3) = 0.125 fitness[6]: 1/(1+1+5+4) = 0.0909090909091 fitness[7]: 1/(1+3+1+6) = 0.0909090909091 fitness[8]: 1/(1+1+2+4) = 0.125 fitness[9]: 1/(1+3+6+6) = 0.0625Mutasi generasi ke-21
224 : [7, 13] 234 : [7, 23] 272 : [9, 1] 267 : [8, 26] 42 : [1, 11] 70 : [2, 9] 197 : [6, 16] 50 : [1, 19] 143 : [4, 22] 53 : [1, 22] 8 : [0, 7] 156 : [5, 5] 291 : [9, 20] 262 : [8, 21] 96 : [3, 5] 217 : [7, 6] 257 : [8, 16] 48 : [1, 17] 117 : [3, 26] 173 : [5, 22] 98 : [3, 7] 57 : [1, 26] 186 : [6, 5] 262 : [8, 21] 9 : [0, 8] 121 : [4, 0] 20 : [0, 19] 231 : [7, 20] 158 : [5, 7] 61 : [2, 0] 268 : [8, 27] 101 : [3, 10] 94 : [3, 3] 218 : [7, 7] 141 : [4, 20] 203 : [6, 22] 176 : [5, 25] 254 : [8, 13] 189 : [6, 8] 122 : [4, 1] 106 : [3, 15] 148 : [4, 27] 103 : [3, 12] 261 : [8, 20] 284 : [9, 13] 267 : [8, 26] 127 : [4, 6] 120 : [3, 29] 293 : [9, 22] 163 : [5, 12] 202 : [6, 21] 207 : [6, 26] 234 : [7, 23] 170 : [5, 19] 275 : [9, 4] 259 : [8, 18] 241 : [8, 0] 243 : [8, 2] 193 : [6, 12] 251 : [8, 10] 176 : [5, 25] 236 : [7, 25] 231 : [7, 20] 254 : [8, 13] 223 : [7, 12] 277 : [9, 6] 20 : [0, 19] 227 : [7, 16] 252 : [8, 11] 283 : [9, 12] 142 : [4, 21] 235 : [7, 24] 108 : [3, 17] 165 : [5, 14] 66 : [2, 5] crommosom[0]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,4,31],[8,5,7],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,5,5],[20,3,19],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,2,1],[27,4,7],[28,5,27],[29,3,11]) crommosom[1]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,27],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,4,30]) crommosom[2]: ([0,3,34],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,5,29],[6,0,32],[7,2,14],[8,2,23],[9,1,4],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,2,19],[25,5,11],[26,0,28],[27,4,33],[28,4,20],[29,4,30]) crommosom[3]: ([0,4,6],[1,4,13],[2,0,4],[3,4,18],[4,5,11],[5,2,13],[6,2,27],[7,1,15],[8,2,8],[9,1,0],[10,0,30],[11,3,21],[12,0,28],[13,3,32],[14,0,7],[15,2,0],[16,0,31],[17,2,6],[18,2,26],[19,3,9],[20,5,12],[21,3,17],[22,1,8],[23,1,12],[24,1,19],[25,3,34],[26,5,24],[27,0,7],[28,1,22],[29,2,30]) crommosom[4]: ([0,3,32],[1,3,4],[2,0,12],[3,3,34],[4,5,6],[5,3,9],[6,3,0],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,1,18],[13,0,3],[14,5,22],[15,0,14],[16,4,30],[17,3,11],[18,0,30],[19,2,33],[20,3,33],[21,4,13],[22,5,6],[23,1,23],[24,3,12],[25,3,25],[26,0,28],[27,4,3],[28,1,6],[29,3,27]) crommosom[5]: ([0,3,13],[1,5,8],[2,1,3],[3,0,23],[4,0,20],[5,3,15],[6,5,17],[7,5,27],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,2,19],[21,1,4],[22,1,24],[23,1,34],[24,2,14],[25,1,11],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[6]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,5,6],[5,4,14],[6,5,17],[7,2,8],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,0,3],[13,0,3],[14,5,22],[15,0,14],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,1,9],[21,4,7],[22,5,19],[23,0,13],[24,2,3],[25,4,5],[26,1,35],[27,2,2],[28,5,6],[29,3,3]) crommosom[7]: ([0,1,33],[1,0,12],[2,2,12],[3,3,16],[4,5,32],[5,4,3],[6,4,23],[7,3,2],[8,1,35],[9,3,35],[10,3,15],[11,3,8],[12,1,3],[13,0,17],[14,5,22],[15,0,14],[16,4,10],[17,0,10],[18,2,14],[19,4,29],[20,4,6],[21,3,32],[22,2,30],[23,3,2],[24,3,14],[25,0,20],[26,2,1],[27,1,16],[28,1,13],[29,4,30]) crommosom[8]: ([0,4,24],[1,3,26],[2,0,2],[3,0,28],[4,5,3],[5,5,5],[6,3,21],[7,5,34],[8,1,13],[9,4,22],[10,3,19],[11,2,14],[12,4,8],[13,2,24],[14,2,18],[15,4,10],[16,2,25],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,1,10],[23,0,13],[24,2,3],[25,1,25],[26,5,33],[27,5,5],[28,5,27],[29,3,11]) crommosom[9]: ([0,2,33],[1,4,32],[2,4,25],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,1],[13,1,34],[14,5,29],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,5,31],[20,2,9],[21,2,34],[22,0,6],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,5,2],[28,2,28],[29,2,22]) fitness[0]: 1/(1+1+3+3) = 0.125 fitness[1]: 1/(1+0+2+1) = 0.25 fitness[2]: 1/(1+1+1+2) = 0.2 fitness[3]: 1/(1+1+4+4) = 0.1 fitness[4]: 1/(1+1+2+3) = 0.142857142857 fitness[5]: 1/(1+1+3+2) = 0.142857142857 fitness[6]: 1/(1+2+4+5) = 0.0833333333333 fitness[7]: 1/(1+2+3+5) = 0.0909090909091 fitness[8]: 1/(1+0+2+5) = 0.125 fitness[9]: 1/(1+2+2+4) = 0.111111111111Generasi ke-22
crommosom[0]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,27],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,4,30]) crommosom[1]: ([0,3,34],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,5,29],[6,0,32],[7,2,14],[8,2,23],[9,1,4],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,2,19],[25,5,11],[26,0,28],[27,4,33],[28,4,20],[29,4,30]) crommosom[2]: ([0,3,13],[1,5,8],[2,1,3],[3,0,23],[4,0,20],[5,3,15],[6,5,17],[7,5,27],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,2,19],[21,1,4],[22,1,24],[23,1,34],[24,2,14],[25,1,11],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[3]: ([0,3,32],[1,3,4],[2,0,12],[3,3,34],[4,5,6],[5,3,9],[6,3,0],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,1,18],[13,0,3],[14,5,22],[15,0,14],[16,4,30],[17,3,11],[18,0,30],[19,2,33],[20,3,33],[21,4,13],[22,5,6],[23,1,23],[24,3,12],[25,3,25],[26,0,28],[27,4,3],[28,1,6],[29,3,27]) crommosom[4]: ([0,4,24],[1,3,26],[2,0,2],[3,0,28],[4,5,3],[5,5,5],[6,3,21],[7,5,34],[8,1,13],[9,4,22],[10,3,19],[11,2,14],[12,4,8],[13,2,24],[14,2,18],[15,4,10],[16,2,25],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,1,10],[23,0,13],[24,2,3],[25,1,25],[26,5,33],[27,5,5],[28,5,27],[29,3,11]) crommosom[5]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,4,31],[8,5,7],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,5,5],[20,3,19],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,2,1],[27,4,7],[28,5,27],[29,3,11]) crommosom[6]: ([0,2,33],[1,4,32],[2,4,25],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,1],[13,1,34],[14,5,29],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,5,31],[20,2,9],[21,2,34],[22,0,6],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,5,2],[28,2,28],[29,2,22]) crommosom[7]: ([0,4,6],[1,4,13],[2,0,4],[3,4,18],[4,5,11],[5,2,13],[6,2,27],[7,1,15],[8,2,8],[9,1,0],[10,0,30],[11,3,21],[12,0,28],[13,3,32],[14,0,7],[15,2,0],[16,0,31],[17,2,6],[18,2,26],[19,3,9],[20,5,12],[21,3,17],[22,1,8],[23,1,12],[24,1,19],[25,3,34],[26,5,24],[27,0,7],[28,1,22],[29,2,30]) crommosom[8]: ([0,1,33],[1,0,12],[2,2,12],[3,3,16],[4,5,32],[5,4,3],[6,4,23],[7,3,2],[8,1,35],[9,3,35],[10,3,15],[11,3,8],[12,1,3],[13,0,17],[14,5,22],[15,0,14],[16,4,10],[17,0,10],[18,2,14],[19,4,29],[20,4,6],[21,3,32],[22,2,30],[23,3,2],[24,3,14],[25,0,20],[26,2,1],[27,1,16],[28,1,13],[29,4,30]) crommosom[9]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,5,6],[5,4,14],[6,5,17],[7,2,8],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,0,3],[13,0,3],[14,5,22],[15,0,14],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,1,9],[21,4,7],[22,5,19],[23,0,13],[24,2,3],[25,4,5],[26,1,35],[27,2,2],[28,5,6],[29,3,3]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+1+1+2) = 0.2 fitness[2]: 1/(1+1+3+2) = 0.142857142857 fitness[3]: 1/(1+1+2+3) = 0.142857142857 fitness[4]: 1/(1+0+2+5) = 0.125 fitness[5]: 1/(1+1+3+3) = 0.125 fitness[6]: 1/(1+2+2+4) = 0.111111111111 fitness[7]: 1/(1+1+4+4) = 0.1 fitness[8]: 1/(1+2+3+5) = 0.0909090909091 fitness[9]: 1/(1+2+4+5) = 0.0833333333333Seleksi generasi ke-22
fitness_cumulation[0] : 0.25 fitness_cumulation[1] : 0.45 fitness_cumulation[2] : 0.592857142857 fitness_cumulation[3] : 0.735714285714 fitness_cumulation[4] : 0.860714285714 fitness_cumulation[5] : 0.985714285714 fitness_cumulation[6] : 1.09682539683 fitness_cumulation[7] : 1.19682539683 fitness_cumulation[8] : 1.28773448773 fitness_cumulation[9] : 1.37106782107 pointer[0]: 0.0777276674253 + 0 * 0.137106782107 = 0.0777276674253 pointer[1]: 0.0777276674253 + 1 * 0.137106782107 = 0.214834449532 pointer[2]: 0.0777276674253 + 2 * 0.137106782107 = 0.351941231639 pointer[3]: 0.0777276674253 + 3 * 0.137106782107 = 0.489048013746 pointer[4]: 0.0777276674253 + 4 * 0.137106782107 = 0.626154795852 pointer[5]: 0.0777276674253 + 5 * 0.137106782107 = 0.763261577959 pointer[6]: 0.0777276674253 + 6 * 0.137106782107 = 0.900368360066 pointer[7]: 0.0777276674253 + 7 * 0.137106782107 = 1.03747514217 pointer[8]: 0.0777276674253 + 8 * 0.137106782107 = 1.17458192428 pointer[9]: 0.0777276674253 + 9 * 0.137106782107 = 1.31168870639 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,27],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,4,30]) crommosom[1]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,27],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,4,30]) crommosom[2]: ([0,3,34],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,5,29],[6,0,32],[7,2,14],[8,2,23],[9,1,4],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,2,19],[25,5,11],[26,0,28],[27,4,33],[28,4,20],[29,4,30]) crommosom[3]: ([0,3,13],[1,5,8],[2,1,3],[3,0,23],[4,0,20],[5,3,15],[6,5,17],[7,5,27],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,2,19],[21,1,4],[22,1,24],[23,1,34],[24,2,14],[25,1,11],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[4]: ([0,3,32],[1,3,4],[2,0,12],[3,3,34],[4,5,6],[5,3,9],[6,3,0],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,1,18],[13,0,3],[14,5,22],[15,0,14],[16,4,30],[17,3,11],[18,0,30],[19,2,33],[20,3,33],[21,4,13],[22,5,6],[23,1,23],[24,3,12],[25,3,25],[26,0,28],[27,4,3],[28,1,6],[29,3,27]) crommosom[5]: ([0,4,24],[1,3,26],[2,0,2],[3,0,28],[4,5,3],[5,5,5],[6,3,21],[7,5,34],[8,1,13],[9,4,22],[10,3,19],[11,2,14],[12,4,8],[13,2,24],[14,2,18],[15,4,10],[16,2,25],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,1,10],[23,0,13],[24,2,3],[25,1,25],[26,5,33],[27,5,5],[28,5,27],[29,3,11]) crommosom[6]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,4,31],[8,5,7],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,5,5],[20,3,19],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,2,1],[27,4,7],[28,5,27],[29,3,11]) crommosom[7]: ([0,2,33],[1,4,32],[2,4,25],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,1],[13,1,34],[14,5,29],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,5,31],[20,2,9],[21,2,34],[22,0,6],[23,5,31],[24,1,13],[25,1,24],[26,1,26],[27,5,2],[28,2,28],[29,2,22]) crommosom[8]: ([0,4,6],[1,4,13],[2,0,4],[3,4,18],[4,5,11],[5,2,13],[6,2,27],[7,1,15],[8,2,8],[9,1,0],[10,0,30],[11,3,21],[12,0,28],[13,3,32],[14,0,7],[15,2,0],[16,0,31],[17,2,6],[18,2,26],[19,3,9],[20,5,12],[21,3,17],[22,1,8],[23,1,12],[24,1,19],[25,3,34],[26,5,24],[27,0,7],[28,1,22],[29,2,30]) crommosom[9]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,5,6],[5,4,14],[6,5,17],[7,2,8],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,0,3],[13,0,3],[14,5,22],[15,0,14],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,1,9],[21,4,7],[22,5,19],[23,0,13],[24,2,3],[25,4,5],[26,1,35],[27,2,2],[28,5,6],[29,3,3]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+0+2+1) = 0.25 fitness[2]: 1/(1+1+1+2) = 0.2 fitness[3]: 1/(1+1+3+2) = 0.142857142857 fitness[4]: 1/(1+1+2+3) = 0.142857142857 fitness[5]: 1/(1+0+2+5) = 0.125 fitness[6]: 1/(1+1+3+3) = 0.125 fitness[7]: 1/(1+2+2+4) = 0.111111111111 fitness[8]: 1/(1+1+4+4) = 0.1 fitness[9]: 1/(1+2+4+5) = 0.0833333333333Pindah silang generasi ke-22
parent[0] : 0 parent[1] : 1 parent[2] : 3 parent[3] : 4 parent[4] : 5 parent[5] : 7 crommosom[0]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,27],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,4,30]) crommosom[1]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,27],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[2]: ([0,3,34],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,5,29],[6,0,32],[7,2,14],[8,2,23],[9,1,4],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,0,7],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,2,34],[22,1,22],[23,2,23],[24,2,19],[25,5,11],[26,0,28],[27,4,33],[28,4,20],[29,4,30]) crommosom[3]: ([0,3,13],[1,5,8],[2,1,3],[3,0,23],[4,0,20],[5,3,15],[6,5,17],[7,5,27],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,2,19],[21,1,4],[22,1,24],[23,1,34],[24,2,14],[25,1,11],[26,1,28],[27,1,9],[28,1,6],[29,3,27]) crommosom[4]: ([0,3,32],[1,3,4],[2,0,12],[3,3,34],[4,5,6],[5,3,9],[6,3,0],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,1,18],[13,0,3],[14,5,22],[15,0,14],[16,4,30],[17,3,11],[18,0,30],[19,2,33],[20,3,33],[21,4,13],[22,1,10],[23,0,13],[24,2,3],[25,1,25],[26,5,33],[27,5,5],[28,5,27],[29,3,11]) crommosom[5]: ([0,4,24],[1,3,26],[2,0,2],[3,0,28],[4,5,3],[5,5,5],[6,3,21],[7,5,34],[8,1,13],[9,4,22],[10,3,19],[11,2,14],[12,4,8],[13,2,24],[14,2,18],[15,4,10],[16,2,25],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,1,10],[23,0,13],[24,2,3],[25,1,25],[26,5,33],[27,5,2],[28,2,28],[29,2,22]) crommosom[6]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,4,31],[8,5,7],[9,3,35],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,1,11],[19,5,5],[20,3,19],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,2,1],[27,4,7],[28,5,27],[29,3,11]) crommosom[7]: ([0,2,33],[1,4,32],[2,4,25],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,1],[13,1,34],[14,5,29],[15,2,7],[16,0,31],[17,5,33],[18,2,14],[19,5,31],[20,2,9],[21,2,34],[22,0,6],[23,5,31],[24,1,13],[25,1,24],[26,4,35],[27,4,33],[28,3,2],[29,4,30]) crommosom[8]: ([0,4,6],[1,4,13],[2,0,4],[3,4,18],[4,5,11],[5,2,13],[6,2,27],[7,1,15],[8,2,8],[9,1,0],[10,0,30],[11,3,21],[12,0,28],[13,3,32],[14,0,7],[15,2,0],[16,0,31],[17,2,6],[18,2,26],[19,3,9],[20,5,12],[21,3,17],[22,1,8],[23,1,12],[24,1,19],[25,3,34],[26,5,24],[27,0,7],[28,1,22],[29,2,30]) crommosom[9]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,5,6],[5,4,14],[6,5,17],[7,2,8],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,0,3],[13,0,3],[14,5,22],[15,0,14],[16,0,10],[17,5,24],[18,0,0],[19,4,30],[20,1,9],[21,4,7],[22,5,19],[23,0,13],[24,2,3],[25,4,5],[26,1,35],[27,2,2],[28,5,6],[29,3,3]) fitness[0]: 1/(1+0+2+1) = 0.25 fitness[1]: 1/(1+0+1+2) = 0.25 fitness[2]: 1/(1+1+1+2) = 0.2 fitness[3]: 1/(1+1+3+3) = 0.125 fitness[4]: 1/(1+2+4+3) = 0.1 fitness[5]: 1/(1+0+1+5) = 0.142857142857 fitness[6]: 1/(1+1+3+3) = 0.125 fitness[7]: 1/(1+2+2+4) = 0.111111111111 fitness[8]: 1/(1+1+4+4) = 0.1 fitness[9]: 1/(1+2+4+5) = 0.0833333333333Mutasi generasi ke-22
262 : [8, 21] 48 : [1, 17] 166 : [5, 15] 181 : [6, 0] 294 : [9, 23] 111 : [3, 20] 167 : [5, 16] 30 : [0, 29] 275 : [9, 4] 260 : [8, 19] 226 : [7, 15] 114 : [3, 23] 118 : [3, 27] 188 : [6, 7] 199 : [6, 18] 86 : [2, 25] 82 : [2, 21] 138 : [4, 17] 177 : [5, 26] 176 : [5, 25] 154 : [5, 3] 36 : [1, 5] 75 : [2, 14] 254 : [8, 13] 113 : [3, 22] 187 : [6, 6] 283 : [9, 12] 266 : [8, 25] 201 : [6, 20] 182 : [6, 1] 127 : [4, 6] 297 : [9, 26] 139 : [4, 18] 121 : [4, 0] 121 : [4, 0] 134 : [4, 13] 270 : [8, 29] 96 : [3, 5] 243 : [8, 2] 84 : [2, 23] 180 : [5, 29] 156 : [5, 5] 126 : [4, 5] 207 : [6, 26] 288 : [9, 17] 265 : [8, 24] 226 : [7, 15] 250 : [8, 9] 177 : [5, 26] 183 : [6, 2] 142 : [4, 21] 210 : [6, 29] 121 : [4, 0] 250 : [8, 9] 250 : [8, 9] 234 : [7, 23] 89 : [2, 28] 96 : [3, 5] 223 : [7, 12] 69 : [2, 8] 116 : [3, 25] 190 : [6, 9] 288 : [9, 17] 247 : [8, 6] 189 : [6, 8] 233 : [7, 22] 213 : [7, 2] 98 : [3, 7] 284 : [9, 13] 113 : [3, 22] 269 : [8, 28] 30 : [0, 29] 153 : [5, 2] 163 : [5, 12] 265 : [8, 24] crommosom[0]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,27],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,3,5]) crommosom[1]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,0],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[2]: ([0,3,34],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,5,29],[6,0,32],[7,2,14],[8,5,18],[9,1,4],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,5,33],[22,1,22],[23,4,31],[24,2,19],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,4,30]) crommosom[3]: ([0,3,13],[1,5,8],[2,1,3],[3,0,23],[4,0,20],[5,4,22],[6,5,17],[7,3,14],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,0,35],[21,1,4],[22,3,23],[23,5,4],[24,2,14],[25,2,7],[26,1,28],[27,2,21],[28,1,6],[29,3,27]) crommosom[4]: ([0,3,31],[1,3,4],[2,0,12],[3,3,34],[4,5,6],[5,3,15],[6,2,33],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,1,18],[13,3,31],[14,5,22],[15,0,14],[16,4,30],[17,0,28],[18,4,9],[19,2,33],[20,3,33],[21,4,8],[22,1,10],[23,0,13],[24,2,3],[25,1,25],[26,5,33],[27,5,5],[28,5,27],[29,3,11]) crommosom[5]: ([0,4,24],[1,3,26],[2,2,23],[3,3,20],[4,5,3],[5,0,25],[6,3,21],[7,5,34],[8,1,13],[9,4,22],[10,3,19],[11,2,14],[12,1,35],[13,2,24],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,1,10],[23,0,13],[24,2,3],[25,5,29],[26,4,17],[27,5,2],[28,2,28],[29,0,8]) crommosom[6]: ([0,5,1],[1,5,11],[2,0,5],[3,3,16],[4,2,10],[5,2,33],[6,5,16],[7,0,19],[8,0,21],[9,0,14],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,0,8],[19,5,5],[20,1,16],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[7]: ([0,2,33],[1,4,32],[2,1,23],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,15],[13,1,34],[14,5,29],[15,4,0],[16,0,31],[17,5,33],[18,2,14],[19,5,31],[20,2,9],[21,2,34],[22,5,27],[23,0,33],[24,1,13],[25,1,24],[26,4,35],[27,4,33],[28,3,2],[29,4,30]) crommosom[8]: ([0,4,6],[1,4,13],[2,0,0],[3,4,18],[4,5,11],[5,2,13],[6,1,12],[7,1,15],[8,2,8],[9,1,5],[10,0,30],[11,3,21],[12,0,28],[13,5,0],[14,0,7],[15,2,0],[16,0,31],[17,2,6],[18,2,26],[19,5,33],[20,5,12],[21,4,22],[22,1,8],[23,1,12],[24,5,5],[25,4,17],[26,5,24],[27,0,7],[28,5,1],[29,3,2]) crommosom[9]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,0,35],[5,4,14],[6,5,17],[7,2,8],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,1,15],[13,1,25],[14,5,22],[15,0,14],[16,0,10],[17,3,1],[18,0,0],[19,4,30],[20,1,9],[21,4,7],[22,5,19],[23,4,22],[24,2,3],[25,4,5],[26,2,32],[27,2,2],[28,5,6],[29,3,3]) fitness[0]: 1/(1+0+3+1) = 0.2 fitness[1]: 1/(1+0+1+1) = 0.333333333333 fitness[2]: 1/(1+0+2+3) = 0.166666666667 fitness[3]: 1/(1+1+4+3) = 0.111111111111 fitness[4]: 1/(1+1+5+1) = 0.125 fitness[5]: 1/(1+1+2+6) = 0.1 fitness[6]: 1/(1+0+3+2) = 0.166666666667 fitness[7]: 1/(1+2+2+2) = 0.142857142857 fitness[8]: 1/(1+1+3+5) = 0.1 fitness[9]: 1/(1+1+2+4) = 0.125Generasi ke-23
crommosom[0]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,0],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[1]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,27],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,3,5]) crommosom[2]: ([0,3,34],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,5,29],[6,0,32],[7,2,14],[8,5,18],[9,1,4],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,5,33],[22,1,22],[23,4,31],[24,2,19],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,4,30]) crommosom[3]: ([0,5,1],[1,5,11],[2,0,5],[3,3,16],[4,2,10],[5,2,33],[6,5,16],[7,0,19],[8,0,21],[9,0,14],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,0,8],[19,5,5],[20,1,16],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[4]: ([0,2,33],[1,4,32],[2,1,23],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,15],[13,1,34],[14,5,29],[15,4,0],[16,0,31],[17,5,33],[18,2,14],[19,5,31],[20,2,9],[21,2,34],[22,5,27],[23,0,33],[24,1,13],[25,1,24],[26,4,35],[27,4,33],[28,3,2],[29,4,30]) crommosom[5]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,0,35],[5,4,14],[6,5,17],[7,2,8],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,1,15],[13,1,25],[14,5,22],[15,0,14],[16,0,10],[17,3,1],[18,0,0],[19,4,30],[20,1,9],[21,4,7],[22,5,19],[23,4,22],[24,2,3],[25,4,5],[26,2,32],[27,2,2],[28,5,6],[29,3,3]) crommosom[6]: ([0,3,31],[1,3,4],[2,0,12],[3,3,34],[4,5,6],[5,3,15],[6,2,33],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,1,18],[13,3,31],[14,5,22],[15,0,14],[16,4,30],[17,0,28],[18,4,9],[19,2,33],[20,3,33],[21,4,8],[22,1,10],[23,0,13],[24,2,3],[25,1,25],[26,5,33],[27,5,5],[28,5,27],[29,3,11]) crommosom[7]: ([0,3,13],[1,5,8],[2,1,3],[3,0,23],[4,0,20],[5,4,22],[6,5,17],[7,3,14],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,0,35],[21,1,4],[22,3,23],[23,5,4],[24,2,14],[25,2,7],[26,1,28],[27,2,21],[28,1,6],[29,3,27]) crommosom[8]: ([0,4,6],[1,4,13],[2,0,0],[3,4,18],[4,5,11],[5,2,13],[6,1,12],[7,1,15],[8,2,8],[9,1,5],[10,0,30],[11,3,21],[12,0,28],[13,5,0],[14,0,7],[15,2,0],[16,0,31],[17,2,6],[18,2,26],[19,5,33],[20,5,12],[21,4,22],[22,1,8],[23,1,12],[24,5,5],[25,4,17],[26,5,24],[27,0,7],[28,5,1],[29,3,2]) crommosom[9]: ([0,4,24],[1,3,26],[2,2,23],[3,3,20],[4,5,3],[5,0,25],[6,3,21],[7,5,34],[8,1,13],[9,4,22],[10,3,19],[11,2,14],[12,1,35],[13,2,24],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,1,10],[23,0,13],[24,2,3],[25,5,29],[26,4,17],[27,5,2],[28,2,28],[29,0,8]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+3+1) = 0.2 fitness[2]: 1/(1+0+2+3) = 0.166666666667 fitness[3]: 1/(1+0+3+2) = 0.166666666667 fitness[4]: 1/(1+2+2+2) = 0.142857142857 fitness[5]: 1/(1+1+2+4) = 0.125 fitness[6]: 1/(1+1+5+1) = 0.125 fitness[7]: 1/(1+1+4+3) = 0.111111111111 fitness[8]: 1/(1+1+3+5) = 0.1 fitness[9]: 1/(1+1+2+6) = 0.1Seleksi generasi ke-23
fitness_cumulation[0] : 0.333333333333 fitness_cumulation[1] : 0.533333333333 fitness_cumulation[2] : 0.7 fitness_cumulation[3] : 0.866666666667 fitness_cumulation[4] : 1.00952380952 fitness_cumulation[5] : 1.13452380952 fitness_cumulation[6] : 1.25952380952 fitness_cumulation[7] : 1.37063492063 fitness_cumulation[8] : 1.47063492063 fitness_cumulation[9] : 1.57063492063 pointer[0]: 0.0868249826971 + 0 * 0.157063492063 = 0.0868249826971 pointer[1]: 0.0868249826971 + 1 * 0.157063492063 = 0.243888474761 pointer[2]: 0.0868249826971 + 2 * 0.157063492063 = 0.400951966824 pointer[3]: 0.0868249826971 + 3 * 0.157063492063 = 0.558015458888 pointer[4]: 0.0868249826971 + 4 * 0.157063492063 = 0.715078950951 pointer[5]: 0.0868249826971 + 5 * 0.157063492063 = 0.872142443015 pointer[6]: 0.0868249826971 + 6 * 0.157063492063 = 1.02920593508 pointer[7]: 0.0868249826971 + 7 * 0.157063492063 = 1.18626942714 pointer[8]: 0.0868249826971 + 8 * 0.157063492063 = 1.34333291921 pointer[9]: 0.0868249826971 + 9 * 0.157063492063 = 1.50039641127 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,0],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[1]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,0],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[2]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,2,33],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,27],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,3,5]) crommosom[3]: ([0,3,34],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,5,29],[6,0,32],[7,2,14],[8,5,18],[9,1,4],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,5,33],[22,1,22],[23,4,31],[24,2,19],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,4,30]) crommosom[4]: ([0,5,1],[1,5,11],[2,0,5],[3,3,16],[4,2,10],[5,2,33],[6,5,16],[7,0,19],[8,0,21],[9,0,14],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,0,8],[19,5,5],[20,1,16],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[5]: ([0,2,33],[1,4,32],[2,1,23],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,15],[13,1,34],[14,5,29],[15,4,0],[16,0,31],[17,5,33],[18,2,14],[19,5,31],[20,2,9],[21,2,34],[22,5,27],[23,0,33],[24,1,13],[25,1,24],[26,4,35],[27,4,33],[28,3,2],[29,4,30]) crommosom[6]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,0,35],[5,4,14],[6,5,17],[7,2,8],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,1,15],[13,1,25],[14,5,22],[15,0,14],[16,0,10],[17,3,1],[18,0,0],[19,4,30],[20,1,9],[21,4,7],[22,5,19],[23,4,22],[24,2,3],[25,4,5],[26,2,32],[27,2,2],[28,5,6],[29,3,3]) crommosom[7]: ([0,3,31],[1,3,4],[2,0,12],[3,3,34],[4,5,6],[5,3,15],[6,2,33],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,1,18],[13,3,31],[14,5,22],[15,0,14],[16,4,30],[17,0,28],[18,4,9],[19,2,33],[20,3,33],[21,4,8],[22,1,10],[23,0,13],[24,2,3],[25,1,25],[26,5,33],[27,5,5],[28,5,27],[29,3,11]) crommosom[8]: ([0,3,13],[1,5,8],[2,1,3],[3,0,23],[4,0,20],[5,4,22],[6,5,17],[7,3,14],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,0,35],[21,1,4],[22,3,23],[23,5,4],[24,2,14],[25,2,7],[26,1,28],[27,2,21],[28,1,6],[29,3,27]) crommosom[9]: ([0,4,24],[1,3,26],[2,2,23],[3,3,20],[4,5,3],[5,0,25],[6,3,21],[7,5,34],[8,1,13],[9,4,22],[10,3,19],[11,2,14],[12,1,35],[13,2,24],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,1,10],[23,0,13],[24,2,3],[25,5,29],[26,4,17],[27,5,2],[28,2,28],[29,0,8]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+1+1) = 0.333333333333 fitness[2]: 1/(1+0+3+1) = 0.2 fitness[3]: 1/(1+0+2+3) = 0.166666666667 fitness[4]: 1/(1+0+3+2) = 0.166666666667 fitness[5]: 1/(1+2+2+2) = 0.142857142857 fitness[6]: 1/(1+1+2+4) = 0.125 fitness[7]: 1/(1+1+5+1) = 0.125 fitness[8]: 1/(1+1+4+3) = 0.111111111111 fitness[9]: 1/(1+1+2+6) = 0.1Pindah silang generasi ke-23
parent[0] : 0 parent[1] : 1 parent[2] : 2 parent[3] : 5 parent[4] : 6 parent[5] : 7 parent[6] : 8 parent[7] : 9 crommosom[0]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,0],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[1]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,3,0],[18,1,11],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,2,20],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,3,5]) crommosom[2]: ([0,5,31],[1,4,12],[2,5,29],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,15],[13,1,34],[14,5,29],[15,4,0],[16,0,31],[17,5,33],[18,2,14],[19,5,31],[20,2,9],[21,2,34],[22,5,27],[23,0,33],[24,1,13],[25,1,24],[26,4,35],[27,4,33],[28,3,2],[29,4,30]) crommosom[3]: ([0,3,34],[1,4,13],[2,0,4],[3,1,7],[4,4,11],[5,5,29],[6,0,32],[7,2,14],[8,5,18],[9,1,4],[10,2,17],[11,3,21],[12,3,30],[13,5,28],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,3,9],[20,5,12],[21,5,33],[22,1,22],[23,4,31],[24,2,19],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,4,30]) crommosom[4]: ([0,5,1],[1,5,11],[2,0,5],[3,3,16],[4,2,10],[5,2,33],[6,5,16],[7,0,19],[8,0,21],[9,0,14],[10,3,32],[11,5,7],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,0,8],[19,5,5],[20,1,16],[21,0,3],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[5]: ([0,2,33],[1,4,32],[2,1,23],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,1,15],[13,1,25],[14,5,22],[15,0,14],[16,0,10],[17,3,1],[18,0,0],[19,4,30],[20,1,9],[21,4,7],[22,5,19],[23,4,22],[24,2,3],[25,4,5],[26,2,32],[27,2,2],[28,5,6],[29,3,3]) crommosom[6]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,0,35],[5,4,14],[6,5,17],[7,2,8],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,1,15],[13,3,31],[14,5,22],[15,0,14],[16,4,30],[17,0,28],[18,4,9],[19,2,33],[20,3,33],[21,4,8],[22,1,10],[23,0,13],[24,2,3],[25,1,25],[26,5,33],[27,5,5],[28,5,27],[29,3,11]) crommosom[7]: ([0,3,31],[1,3,4],[2,0,12],[3,3,34],[4,5,6],[5,3,15],[6,2,33],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,0,35],[21,1,4],[22,3,23],[23,5,4],[24,2,14],[25,2,7],[26,1,28],[27,2,21],[28,1,6],[29,3,27]) crommosom[8]: ([0,3,13],[1,5,8],[2,1,3],[3,0,23],[4,0,20],[5,4,22],[6,5,17],[7,3,14],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,0,35],[21,1,4],[22,3,23],[23,5,4],[24,2,14],[25,2,7],[26,1,28],[27,5,2],[28,2,28],[29,0,8]) crommosom[9]: ([0,4,24],[1,3,26],[2,2,23],[3,3,20],[4,5,3],[5,0,25],[6,3,21],[7,5,34],[8,1,13],[9,4,22],[10,3,19],[11,2,14],[12,1,35],[13,2,24],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,1,10],[23,4,18],[24,2,20],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+3+0) = 0.25 fitness[2]: 1/(1+2+2+2) = 0.142857142857 fitness[3]: 1/(1+0+2+3) = 0.166666666667 fitness[4]: 1/(1+0+3+2) = 0.166666666667 fitness[5]: 1/(1+1+3+3) = 0.125 fitness[6]: 1/(1+2+2+3) = 0.125 fitness[7]: 1/(1+1+2+2) = 0.166666666667 fitness[8]: 1/(1+1+6+3) = 0.0909090909091 fitness[9]: 1/(1+1+3+5) = 0.1Mutasi generasi ke-23
266 : [8, 25] 55 : [1, 24] 212 : [7, 1] 185 : [6, 4] 47 : [1, 16] 196 : [6, 15] 293 : [9, 22] 278 : [9, 7] 196 : [6, 15] 26 : [0, 25] 254 : [8, 13] 164 : [5, 13] 188 : [6, 7] 179 : [5, 28] 200 : [6, 19] 74 : [2, 13] 110 : [3, 19] 112 : [3, 21] 261 : [8, 20] 186 : [6, 5] 86 : [2, 25] 81 : [2, 20] 85 : [2, 24] 295 : [9, 24] 126 : [4, 5] 225 : [7, 14] 189 : [6, 8] 15 : [0, 14] 49 : [1, 18] 19 : [0, 18] 25 : [0, 24] 34 : [1, 3] 99 : [3, 8] 133 : [4, 12] 18 : [0, 17] 102 : [3, 11] 280 : [9, 9] 245 : [8, 4] 273 : [9, 2] 261 : [8, 20] 233 : [7, 22] 142 : [4, 21] 154 : [5, 3] 154 : [5, 3] 20 : [0, 19] 253 : [8, 12] 26 : [0, 25] 47 : [1, 16] 128 : [4, 7] 230 : [7, 19] 238 : [7, 27] 237 : [7, 26] 9 : [0, 8] 238 : [7, 27] 19 : [0, 18] 77 : [2, 16] 37 : [1, 6] 87 : [2, 26] 243 : [8, 2] 251 : [8, 10] 131 : [4, 10] 206 : [6, 25] 212 : [7, 1] 246 : [8, 5] 140 : [4, 19] 213 : [7, 2] 265 : [8, 24] 276 : [9, 5] 191 : [6, 10] 284 : [9, 13] 213 : [7, 2] 211 : [7, 0] 120 : [3, 29] 93 : [3, 2] 284 : [9, 13] crommosom[0]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,1,4],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,1,3],[15,1,32],[16,3,20],[17,5,27],[18,4,8],[19,3,6],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[1]: ([0,5,31],[1,4,12],[2,5,29],[3,1,1],[4,2,10],[5,5,17],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,4,18],[17,3,0],[18,0,34],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,0,2],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,3,5]) crommosom[2]: ([0,5,31],[1,4,12],[2,5,29],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,15],[13,1,31],[14,5,29],[15,4,0],[16,3,6],[17,5,33],[18,2,14],[19,5,31],[20,2,7],[21,2,34],[22,5,27],[23,0,33],[24,5,4],[25,4,1],[26,5,25],[27,4,33],[28,3,2],[29,4,30]) crommosom[3]: ([0,3,34],[1,4,13],[2,2,22],[3,1,7],[4,4,11],[5,5,29],[6,0,32],[7,2,14],[8,3,0],[9,1,4],[10,2,17],[11,4,8],[12,3,30],[13,5,28],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,1,15],[20,5,12],[21,1,4],[22,1,22],[23,4,31],[24,2,19],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,3,6]) crommosom[4]: ([0,5,1],[1,5,11],[2,0,5],[3,3,16],[4,2,10],[5,1,10],[6,5,16],[7,3,0],[8,0,21],[9,0,14],[10,5,35],[11,5,7],[12,3,20],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,0,8],[19,3,15],[20,1,16],[21,4,8],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[5]: ([0,2,33],[1,4,32],[2,1,23],[3,3,9],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,1,15],[13,1,0],[14,5,22],[15,0,14],[16,0,10],[17,3,1],[18,0,0],[19,4,30],[20,1,9],[21,4,7],[22,5,19],[23,4,22],[24,2,3],[25,4,5],[26,2,32],[27,2,2],[28,3,15],[29,3,3]) crommosom[6]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,4,2],[5,5,0],[6,5,17],[7,5,25],[8,4,31],[9,1,0],[10,5,34],[11,5,23],[12,1,15],[13,3,31],[14,5,22],[15,4,27],[16,4,30],[17,0,28],[18,4,9],[19,3,11],[20,3,33],[21,4,8],[22,1,10],[23,0,13],[24,2,3],[25,3,25],[26,5,33],[27,5,5],[28,5,27],[29,3,11]) crommosom[7]: ([0,5,18],[1,4,32],[2,1,31],[3,3,34],[4,5,6],[5,3,15],[6,2,33],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,2,21],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,21],[20,0,35],[21,1,4],[22,3,35],[23,5,4],[24,2,14],[25,2,7],[26,4,0],[27,4,23],[28,1,6],[29,3,27]) crommosom[8]: ([0,3,13],[1,5,8],[2,1,11],[3,0,23],[4,2,9],[5,2,22],[6,5,17],[7,3,14],[8,5,4],[9,1,0],[10,0,27],[11,5,23],[12,5,31],[13,0,35],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,3,0],[21,1,4],[22,3,23],[23,5,4],[24,5,27],[25,1,25],[26,1,28],[27,5,2],[28,2,28],[29,0,8]) crommosom[9]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,1,2],[10,3,19],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,3,0],[23,4,18],[24,3,22],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) fitness[0]: 1/(1+1+2+2) = 0.166666666667 fitness[1]: 1/(1+0+6+1) = 0.125 fitness[2]: 1/(1+1+2+2) = 0.166666666667 fitness[3]: 1/(1+0+2+2) = 0.2 fitness[4]: 1/(1+1+2+4) = 0.125 fitness[5]: 1/(1+0+4+1) = 0.166666666667 fitness[6]: 1/(1+1+4+3) = 0.111111111111 fitness[7]: 1/(1+1+3+2) = 0.142857142857 fitness[8]: 1/(1+2+3+4) = 0.1 fitness[9]: 1/(1+0+2+2) = 0.2Generasi ke-24
crommosom[0]: ([0,3,34],[1,4,13],[2,2,22],[3,1,7],[4,4,11],[5,5,29],[6,0,32],[7,2,14],[8,3,0],[9,1,4],[10,2,17],[11,4,8],[12,3,30],[13,5,28],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,1,15],[20,5,12],[21,1,4],[22,1,22],[23,4,31],[24,2,19],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,3,6]) crommosom[1]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,1,2],[10,3,19],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,3,0],[23,4,18],[24,3,22],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[2]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,1,4],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,1,3],[15,1,32],[16,3,20],[17,5,27],[18,4,8],[19,3,6],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[3]: ([0,2,33],[1,4,32],[2,1,23],[3,3,9],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,1,15],[13,1,0],[14,5,22],[15,0,14],[16,0,10],[17,3,1],[18,0,0],[19,4,30],[20,1,9],[21,4,7],[22,5,19],[23,4,22],[24,2,3],[25,4,5],[26,2,32],[27,2,2],[28,3,15],[29,3,3]) crommosom[4]: ([0,5,31],[1,4,12],[2,5,29],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,15],[13,1,31],[14,5,29],[15,4,0],[16,3,6],[17,5,33],[18,2,14],[19,5,31],[20,2,7],[21,2,34],[22,5,27],[23,0,33],[24,5,4],[25,4,1],[26,5,25],[27,4,33],[28,3,2],[29,4,30]) crommosom[5]: ([0,5,18],[1,4,32],[2,1,31],[3,3,34],[4,5,6],[5,3,15],[6,2,33],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,2,21],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,21],[20,0,35],[21,1,4],[22,3,35],[23,5,4],[24,2,14],[25,2,7],[26,4,0],[27,4,23],[28,1,6],[29,3,27]) crommosom[6]: ([0,5,1],[1,5,11],[2,0,5],[3,3,16],[4,2,10],[5,1,10],[6,5,16],[7,3,0],[8,0,21],[9,0,14],[10,5,35],[11,5,7],[12,3,20],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,0,8],[19,3,15],[20,1,16],[21,4,8],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[7]: ([0,5,31],[1,4,12],[2,5,29],[3,1,1],[4,2,10],[5,5,17],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,4,18],[17,3,0],[18,0,34],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,0,2],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,3,5]) crommosom[8]: ([0,4,4],[1,5,20],[2,1,3],[3,3,34],[4,4,2],[5,5,0],[6,5,17],[7,5,25],[8,4,31],[9,1,0],[10,5,34],[11,5,23],[12,1,15],[13,3,31],[14,5,22],[15,4,27],[16,4,30],[17,0,28],[18,4,9],[19,3,11],[20,3,33],[21,4,8],[22,1,10],[23,0,13],[24,2,3],[25,3,25],[26,5,33],[27,5,5],[28,5,27],[29,3,11]) crommosom[9]: ([0,3,13],[1,5,8],[2,1,11],[3,0,23],[4,2,9],[5,2,22],[6,5,17],[7,3,14],[8,5,4],[9,1,0],[10,0,27],[11,5,23],[12,5,31],[13,0,35],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,3,0],[21,1,4],[22,3,23],[23,5,4],[24,5,27],[25,1,25],[26,1,28],[27,5,2],[28,2,28],[29,0,8]) fitness[0]: 1/(1+0+2+2) = 0.2 fitness[1]: 1/(1+0+2+2) = 0.2 fitness[2]: 1/(1+1+2+2) = 0.166666666667 fitness[3]: 1/(1+0+4+1) = 0.166666666667 fitness[4]: 1/(1+1+2+2) = 0.166666666667 fitness[5]: 1/(1+1+3+2) = 0.142857142857 fitness[6]: 1/(1+1+2+4) = 0.125 fitness[7]: 1/(1+0+6+1) = 0.125 fitness[8]: 1/(1+1+4+3) = 0.111111111111 fitness[9]: 1/(1+2+3+4) = 0.1Seleksi generasi ke-24
fitness_cumulation[0] : 0.2 fitness_cumulation[1] : 0.4 fitness_cumulation[2] : 0.566666666667 fitness_cumulation[3] : 0.733333333333 fitness_cumulation[4] : 0.9 fitness_cumulation[5] : 1.04285714286 fitness_cumulation[6] : 1.16785714286 fitness_cumulation[7] : 1.29285714286 fitness_cumulation[8] : 1.40396825397 fitness_cumulation[9] : 1.50396825397 pointer[0]: 0.0674653115778 + 0 * 0.150396825397 = 0.0674653115778 pointer[1]: 0.0674653115778 + 1 * 0.150396825397 = 0.217862136975 pointer[2]: 0.0674653115778 + 2 * 0.150396825397 = 0.368258962371 pointer[3]: 0.0674653115778 + 3 * 0.150396825397 = 0.518655787768 pointer[4]: 0.0674653115778 + 4 * 0.150396825397 = 0.669052613165 pointer[5]: 0.0674653115778 + 5 * 0.150396825397 = 0.819449438562 pointer[6]: 0.0674653115778 + 6 * 0.150396825397 = 0.969846263959 pointer[7]: 0.0674653115778 + 7 * 0.150396825397 = 1.12024308936 pointer[8]: 0.0674653115778 + 8 * 0.150396825397 = 1.27063991475 pointer[9]: 0.0674653115778 + 9 * 0.150396825397 = 1.42103674015 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[1] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[2] selected_crommosom[4] = Crommosom[3] selected_crommosom[5] = Crommosom[4] selected_crommosom[6] = Crommosom[5] selected_crommosom[7] = Crommosom[6] selected_crommosom[8] = Crommosom[7] selected_crommosom[9] = Crommosom[9] crommosom[0]: ([0,3,34],[1,4,13],[2,2,22],[3,1,7],[4,4,11],[5,5,29],[6,0,32],[7,2,14],[8,3,0],[9,1,4],[10,2,17],[11,4,8],[12,3,30],[13,5,28],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,1,15],[20,5,12],[21,1,4],[22,1,22],[23,4,31],[24,2,19],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,3,6]) crommosom[1]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,1,2],[10,3,19],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,3,0],[23,4,18],[24,3,22],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[2]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,1,2],[10,3,19],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,3,0],[23,4,18],[24,3,22],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[3]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,1,4],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,1,3],[15,1,32],[16,3,20],[17,5,27],[18,4,8],[19,3,6],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[4]: ([0,2,33],[1,4,32],[2,1,23],[3,3,9],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,1,15],[13,1,0],[14,5,22],[15,0,14],[16,0,10],[17,3,1],[18,0,0],[19,4,30],[20,1,9],[21,4,7],[22,5,19],[23,4,22],[24,2,3],[25,4,5],[26,2,32],[27,2,2],[28,3,15],[29,3,3]) crommosom[5]: ([0,5,31],[1,4,12],[2,5,29],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,15],[13,1,31],[14,5,29],[15,4,0],[16,3,6],[17,5,33],[18,2,14],[19,5,31],[20,2,7],[21,2,34],[22,5,27],[23,0,33],[24,5,4],[25,4,1],[26,5,25],[27,4,33],[28,3,2],[29,4,30]) crommosom[6]: ([0,5,18],[1,4,32],[2,1,31],[3,3,34],[4,5,6],[5,3,15],[6,2,33],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,2,21],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,21],[20,0,35],[21,1,4],[22,3,35],[23,5,4],[24,2,14],[25,2,7],[26,4,0],[27,4,23],[28,1,6],[29,3,27]) crommosom[7]: ([0,5,1],[1,5,11],[2,0,5],[3,3,16],[4,2,10],[5,1,10],[6,5,16],[7,3,0],[8,0,21],[9,0,14],[10,5,35],[11,5,7],[12,3,20],[13,0,3],[14,3,1],[15,1,32],[16,3,20],[17,4,28],[18,0,8],[19,3,15],[20,1,16],[21,4,8],[22,3,13],[23,4,18],[24,2,20],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[8]: ([0,5,31],[1,4,12],[2,5,29],[3,1,1],[4,2,10],[5,5,17],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,4,18],[17,3,0],[18,0,34],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,0,2],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,3,5]) crommosom[9]: ([0,3,13],[1,5,8],[2,1,11],[3,0,23],[4,2,9],[5,2,22],[6,5,17],[7,3,14],[8,5,4],[9,1,0],[10,0,27],[11,5,23],[12,5,31],[13,0,35],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,3,0],[21,1,4],[22,3,23],[23,5,4],[24,5,27],[25,1,25],[26,1,28],[27,5,2],[28,2,28],[29,0,8]) fitness[0]: 1/(1+0+2+2) = 0.2 fitness[1]: 1/(1+0+2+2) = 0.2 fitness[2]: 1/(1+0+2+2) = 0.2 fitness[3]: 1/(1+1+2+2) = 0.166666666667 fitness[4]: 1/(1+0+4+1) = 0.166666666667 fitness[5]: 1/(1+1+2+2) = 0.166666666667 fitness[6]: 1/(1+1+3+2) = 0.142857142857 fitness[7]: 1/(1+1+2+4) = 0.125 fitness[8]: 1/(1+0+6+1) = 0.125 fitness[9]: 1/(1+2+3+4) = 0.1Pindah silang generasi ke-24
parent[0] : 1 parent[1] : 2 parent[2] : 3 parent[3] : 4 parent[4] : 5 parent[5] : 6 parent[6] : 7 parent[7] : 8 parent[8] : 9 crommosom[0]: ([0,3,34],[1,4,13],[2,2,22],[3,1,7],[4,4,11],[5,5,29],[6,0,32],[7,2,14],[8,3,0],[9,1,4],[10,2,17],[11,4,8],[12,3,30],[13,5,28],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,30],[19,1,15],[20,5,12],[21,1,4],[22,1,22],[23,4,31],[24,2,19],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,3,6]) crommosom[1]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,1,2],[10,3,19],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,3,0],[23,4,18],[24,3,22],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[2]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,1,2],[10,3,19],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,3,6],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[3]: ([0,5,31],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,1,4],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,1,3],[15,1,32],[16,3,20],[17,5,27],[18,4,8],[19,3,6],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,28],[27,1,9],[28,3,15],[29,3,3]) crommosom[4]: ([0,2,33],[1,4,32],[2,1,23],[3,3,9],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,1,15],[13,1,31],[14,5,29],[15,4,0],[16,3,6],[17,5,33],[18,2,14],[19,5,31],[20,2,7],[21,2,34],[22,5,27],[23,0,33],[24,5,4],[25,4,1],[26,5,25],[27,4,33],[28,3,2],[29,4,30]) crommosom[5]: ([0,5,31],[1,4,12],[2,5,29],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,2,33],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,15],[13,1,31],[14,5,29],[15,4,0],[16,4,1],[17,4,7],[18,0,7],[19,2,21],[20,0,35],[21,1,4],[22,3,35],[23,5,4],[24,2,14],[25,2,7],[26,4,0],[27,4,23],[28,1,6],[29,3,27]) crommosom[6]: ([0,5,18],[1,4,32],[2,1,31],[3,3,34],[4,5,6],[5,3,15],[6,2,33],[7,2,8],[8,5,4],[9,1,0],[10,2,17],[11,5,23],[12,2,27],[13,2,23],[14,2,21],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,21],[20,0,35],[21,1,4],[22,3,35],[23,5,4],[24,2,14],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[7]: ([0,5,1],[1,5,11],[2,0,5],[3,3,16],[4,2,10],[5,1,10],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,3,1],[15,1,32],[16,4,18],[17,3,0],[18,0,34],[19,0,8],[20,3,19],[21,0,3],[22,0,27],[23,4,18],[24,0,2],[25,1,25],[26,4,35],[27,4,33],[28,3,2],[29,3,5]) crommosom[8]: ([0,5,31],[1,4,12],[2,5,29],[3,1,1],[4,2,10],[5,5,17],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,35],[14,1,19],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,32],[20,3,0],[21,1,4],[22,3,23],[23,5,4],[24,5,27],[25,1,25],[26,1,28],[27,5,2],[28,2,28],[29,0,8]) crommosom[9]: ([0,3,13],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,1,2],[10,3,19],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,4,30],[20,4,12],[21,3,26],[22,3,0],[23,4,18],[24,3,22],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) fitness[0]: 1/(1+0+2+2) = 0.2 fitness[1]: 1/(1+0+2+2) = 0.2 fitness[2]: 1/(1+0+2+2) = 0.2 fitness[3]: 1/(1+1+3+2) = 0.142857142857 fitness[4]: 1/(1+0+1+1) = 0.333333333333 fitness[5]: 1/(1+2+3+3) = 0.111111111111 fitness[6]: 1/(1+1+3+2) = 0.142857142857 fitness[7]: 1/(1+1+6+3) = 0.0909090909091 fitness[8]: 1/(1+2+2+4) = 0.111111111111 fitness[9]: 1/(1+1+3+3) = 0.125Mutasi generasi ke-24
256 : [8, 15] 239 : [7, 28] 242 : [8, 1] 201 : [6, 20] 52 : [1, 21] 105 : [3, 14] 296 : [9, 25] 44 : [1, 13] 25 : [0, 24] 276 : [9, 5] 282 : [9, 11] 285 : [9, 14] 237 : [7, 26] 267 : [8, 26] 280 : [9, 9] 190 : [6, 9] 240 : [7, 29] 270 : [8, 29] 194 : [6, 13] 275 : [9, 4] 188 : [6, 7] 125 : [4, 4] 70 : [2, 9] 233 : [7, 22] 225 : [7, 14] 167 : [5, 16] 150 : [4, 29] 158 : [5, 7] 3 : [0, 2] 111 : [3, 20] 244 : [8, 3] 58 : [1, 27] 91 : [3, 0] 284 : [9, 13] 239 : [7, 28] 6 : [0, 5] 290 : [9, 19] 187 : [6, 6] 40 : [1, 9] 173 : [5, 22] 264 : [8, 23] 291 : [9, 20] 241 : [8, 0] 49 : [1, 18] 281 : [9, 10] 19 : [0, 18] 50 : [1, 19] 14 : [0, 13] 181 : [6, 0] 144 : [4, 23] 178 : [5, 27] 169 : [5, 18] 244 : [8, 3] 171 : [5, 20] 183 : [6, 2] 203 : [6, 22] 99 : [3, 8] 19 : [0, 18] 122 : [4, 1] 109 : [3, 18] 91 : [3, 0] 12 : [0, 11] 228 : [7, 17] 230 : [7, 19] 2 : [0, 1] 82 : [2, 21] 176 : [5, 25] 272 : [9, 1] 258 : [8, 17] 173 : [5, 22] 190 : [6, 9] 271 : [9, 0] 108 : [3, 17] 241 : [8, 0] 117 : [3, 26] crommosom[0]: ([0,3,34],[1,3,24],[2,1,16],[3,1,7],[4,4,11],[5,3,3],[6,0,32],[7,2,14],[8,3,0],[9,1,4],[10,2,17],[11,3,16],[12,3,30],[13,3,12],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,34],[19,1,15],[20,5,12],[21,1,4],[22,1,22],[23,4,31],[24,5,9],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,3,6]) crommosom[1]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,3,31],[10,3,19],[11,2,14],[12,1,35],[13,2,26],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,1],[19,0,26],[20,4,12],[21,4,25],[22,3,0],[23,4,18],[24,3,22],[25,1,25],[26,1,28],[27,1,29],[28,5,34],[29,5,20]) crommosom[2]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,3,23],[10,3,19],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,3,6],[20,3,19],[21,1,29],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[3]: ([0,0,9],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,1,11],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,0,6],[15,1,32],[16,3,20],[17,3,31],[18,2,1],[19,3,6],[20,1,10],[21,0,3],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,14],[27,1,9],[28,3,15],[29,3,3]) crommosom[4]: ([0,2,33],[1,5,25],[2,1,23],[3,3,9],[4,4,3],[5,3,22],[6,0,14],[7,2,33],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,1,15],[13,1,31],[14,5,29],[15,4,0],[16,3,6],[17,5,33],[18,2,14],[19,5,31],[20,2,7],[21,2,34],[22,5,27],[23,2,33],[24,5,4],[25,4,1],[26,5,25],[27,4,33],[28,3,2],[29,4,23]) crommosom[5]: ([0,5,31],[1,4,12],[2,5,29],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,4,18],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,15],[13,1,31],[14,5,29],[15,4,0],[16,5,34],[17,4,7],[18,1,25],[19,2,21],[20,0,8],[21,1,4],[22,2,30],[23,5,4],[24,2,14],[25,3,4],[26,4,0],[27,1,26],[28,1,6],[29,3,27]) crommosom[6]: ([0,4,34],[1,4,32],[2,0,9],[3,3,34],[4,5,6],[5,3,15],[6,3,20],[7,4,13],[8,5,4],[9,4,31],[10,2,17],[11,5,23],[12,2,27],[13,5,12],[14,2,21],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,21],[20,2,1],[21,1,4],[22,0,11],[23,5,4],[24,2,14],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[7]: ([0,5,1],[1,5,11],[2,0,5],[3,3,16],[4,2,10],[5,1,10],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,2,8],[15,1,32],[16,4,18],[17,2,15],[18,0,34],[19,5,21],[20,3,19],[21,0,3],[22,2,30],[23,4,18],[24,0,2],[25,1,25],[26,3,19],[27,4,33],[28,0,4],[29,4,1]) crommosom[8]: ([0,1,30],[1,4,3],[2,5,29],[3,5,0],[4,2,10],[5,5,17],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,35],[14,1,19],[15,0,0],[16,4,1],[17,0,15],[18,0,7],[19,2,32],[20,3,0],[21,1,4],[22,3,23],[23,4,35],[24,5,27],[25,1,25],[26,1,35],[27,5,2],[28,2,28],[29,5,17]) crommosom[9]: ([0,4,16],[1,3,16],[2,3,12],[3,3,20],[4,5,16],[5,0,25],[6,3,21],[7,4,17],[8,1,13],[9,2,28],[10,0,2],[11,5,28],[12,1,35],[13,1,27],[14,4,29],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,0,31],[20,5,8],[21,3,26],[22,3,0],[23,4,18],[24,3,22],[25,0,3],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+2+3) = 0.166666666667 fitness[2]: 1/(1+0+3+2) = 0.166666666667 fitness[3]: 1/(1+0+6+0) = 0.142857142857 fitness[4]: 1/(1+0+4+0) = 0.2 fitness[5]: 1/(1+2+3+3) = 0.111111111111 fitness[6]: 1/(1+1+3+2) = 0.142857142857 fitness[7]: 1/(1+1+6+4) = 0.0833333333333 fitness[8]: 1/(1+0+2+1) = 0.25 fitness[9]: 1/(1+3+3+5) = 0.0833333333333Generasi ke-25
crommosom[0]: ([0,3,34],[1,3,24],[2,1,16],[3,1,7],[4,4,11],[5,3,3],[6,0,32],[7,2,14],[8,3,0],[9,1,4],[10,2,17],[11,3,16],[12,3,30],[13,3,12],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,34],[19,1,15],[20,5,12],[21,1,4],[22,1,22],[23,4,31],[24,5,9],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,3,6]) crommosom[1]: ([0,1,30],[1,4,3],[2,5,29],[3,5,0],[4,2,10],[5,5,17],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,35],[14,1,19],[15,0,0],[16,4,1],[17,0,15],[18,0,7],[19,2,32],[20,3,0],[21,1,4],[22,3,23],[23,4,35],[24,5,27],[25,1,25],[26,1,35],[27,5,2],[28,2,28],[29,5,17]) crommosom[2]: ([0,2,33],[1,5,25],[2,1,23],[3,3,9],[4,4,3],[5,3,22],[6,0,14],[7,2,33],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,1,15],[13,1,31],[14,5,29],[15,4,0],[16,3,6],[17,5,33],[18,2,14],[19,5,31],[20,2,7],[21,2,34],[22,5,27],[23,2,33],[24,5,4],[25,4,1],[26,5,25],[27,4,33],[28,3,2],[29,4,23]) crommosom[3]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,3,31],[10,3,19],[11,2,14],[12,1,35],[13,2,26],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,1],[19,0,26],[20,4,12],[21,4,25],[22,3,0],[23,4,18],[24,3,22],[25,1,25],[26,1,28],[27,1,29],[28,5,34],[29,5,20]) crommosom[4]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,3,23],[10,3,19],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,3,6],[20,3,19],[21,1,29],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[5]: ([0,0,9],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,1,11],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,0,6],[15,1,32],[16,3,20],[17,3,31],[18,2,1],[19,3,6],[20,1,10],[21,0,3],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,14],[27,1,9],[28,3,15],[29,3,3]) crommosom[6]: ([0,4,34],[1,4,32],[2,0,9],[3,3,34],[4,5,6],[5,3,15],[6,3,20],[7,4,13],[8,5,4],[9,4,31],[10,2,17],[11,5,23],[12,2,27],[13,5,12],[14,2,21],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,21],[20,2,1],[21,1,4],[22,0,11],[23,5,4],[24,2,14],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[7]: ([0,5,31],[1,4,12],[2,5,29],[3,0,22],[4,2,6],[5,3,22],[6,0,14],[7,4,18],[8,2,1],[9,5,24],[10,2,17],[11,5,23],[12,1,15],[13,1,31],[14,5,29],[15,4,0],[16,5,34],[17,4,7],[18,1,25],[19,2,21],[20,0,8],[21,1,4],[22,2,30],[23,5,4],[24,2,14],[25,3,4],[26,4,0],[27,1,26],[28,1,6],[29,3,27]) crommosom[8]: ([0,4,16],[1,3,16],[2,3,12],[3,3,20],[4,5,16],[5,0,25],[6,3,21],[7,4,17],[8,1,13],[9,2,28],[10,0,2],[11,5,28],[12,1,35],[13,1,27],[14,4,29],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,0,31],[20,5,8],[21,3,26],[22,3,0],[23,4,18],[24,3,22],[25,0,3],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[9]: ([0,5,1],[1,5,11],[2,0,5],[3,3,16],[4,2,10],[5,1,10],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,2,8],[15,1,32],[16,4,18],[17,2,15],[18,0,34],[19,5,21],[20,3,19],[21,0,3],[22,2,30],[23,4,18],[24,0,2],[25,1,25],[26,3,19],[27,4,33],[28,0,4],[29,4,1]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+2+1) = 0.25 fitness[2]: 1/(1+0+4+0) = 0.2 fitness[3]: 1/(1+0+2+3) = 0.166666666667 fitness[4]: 1/(1+0+3+2) = 0.166666666667 fitness[5]: 1/(1+0+6+0) = 0.142857142857 fitness[6]: 1/(1+1+3+2) = 0.142857142857 fitness[7]: 1/(1+2+3+3) = 0.111111111111 fitness[8]: 1/(1+3+3+5) = 0.0833333333333 fitness[9]: 1/(1+1+6+4) = 0.0833333333333Seleksi generasi ke-25
fitness_cumulation[0] : 0.333333333333 fitness_cumulation[1] : 0.583333333333 fitness_cumulation[2] : 0.783333333333 fitness_cumulation[3] : 0.95 fitness_cumulation[4] : 1.11666666667 fitness_cumulation[5] : 1.25952380952 fitness_cumulation[6] : 1.40238095238 fitness_cumulation[7] : 1.51349206349 fitness_cumulation[8] : 1.59682539683 fitness_cumulation[9] : 1.68015873016 pointer[0]: 0.0152351940431 + 0 * 0.168015873016 = 0.0152351940431 pointer[1]: 0.0152351940431 + 1 * 0.168015873016 = 0.183251067059 pointer[2]: 0.0152351940431 + 2 * 0.168015873016 = 0.351266940075 pointer[3]: 0.0152351940431 + 3 * 0.168015873016 = 0.519282813091 pointer[4]: 0.0152351940431 + 4 * 0.168015873016 = 0.687298686107 pointer[5]: 0.0152351940431 + 5 * 0.168015873016 = 0.855314559123 pointer[6]: 0.0152351940431 + 6 * 0.168015873016 = 1.02333043214 pointer[7]: 0.0152351940431 + 7 * 0.168015873016 = 1.19134630515 pointer[8]: 0.0152351940431 + 8 * 0.168015873016 = 1.35936217817 pointer[9]: 0.0152351940431 + 9 * 0.168015873016 = 1.52737805119 selected_crommosom[0] = Crommosom[0] selected_crommosom[1] = Crommosom[0] selected_crommosom[2] = Crommosom[1] selected_crommosom[3] = Crommosom[1] selected_crommosom[4] = Crommosom[2] selected_crommosom[5] = Crommosom[3] selected_crommosom[6] = Crommosom[4] selected_crommosom[7] = Crommosom[5] selected_crommosom[8] = Crommosom[6] selected_crommosom[9] = Crommosom[8] crommosom[0]: ([0,3,34],[1,3,24],[2,1,16],[3,1,7],[4,4,11],[5,3,3],[6,0,32],[7,2,14],[8,3,0],[9,1,4],[10,2,17],[11,3,16],[12,3,30],[13,3,12],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,34],[19,1,15],[20,5,12],[21,1,4],[22,1,22],[23,4,31],[24,5,9],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,3,6]) crommosom[1]: ([0,3,34],[1,3,24],[2,1,16],[3,1,7],[4,4,11],[5,3,3],[6,0,32],[7,2,14],[8,3,0],[9,1,4],[10,2,17],[11,3,16],[12,3,30],[13,3,12],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,34],[19,1,15],[20,5,12],[21,1,4],[22,1,22],[23,4,31],[24,5,9],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,3,6]) crommosom[2]: ([0,1,30],[1,4,3],[2,5,29],[3,5,0],[4,2,10],[5,5,17],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,35],[14,1,19],[15,0,0],[16,4,1],[17,0,15],[18,0,7],[19,2,32],[20,3,0],[21,1,4],[22,3,23],[23,4,35],[24,5,27],[25,1,25],[26,1,35],[27,5,2],[28,2,28],[29,5,17]) crommosom[3]: ([0,1,30],[1,4,3],[2,5,29],[3,5,0],[4,2,10],[5,5,17],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,35],[14,1,19],[15,0,0],[16,4,1],[17,0,15],[18,0,7],[19,2,32],[20,3,0],[21,1,4],[22,3,23],[23,4,35],[24,5,27],[25,1,25],[26,1,35],[27,5,2],[28,2,28],[29,5,17]) crommosom[4]: ([0,2,33],[1,5,25],[2,1,23],[3,3,9],[4,4,3],[5,3,22],[6,0,14],[7,2,33],[8,2,20],[9,1,0],[10,2,17],[11,5,23],[12,1,15],[13,1,31],[14,5,29],[15,4,0],[16,3,6],[17,5,33],[18,2,14],[19,5,31],[20,2,7],[21,2,34],[22,5,27],[23,2,33],[24,5,4],[25,4,1],[26,5,25],[27,4,33],[28,3,2],[29,4,23]) crommosom[5]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,3,31],[10,3,19],[11,2,14],[12,1,35],[13,2,26],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,1],[19,0,26],[20,4,12],[21,4,25],[22,3,0],[23,4,18],[24,3,22],[25,1,25],[26,1,28],[27,1,29],[28,5,34],[29,5,20]) crommosom[6]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,3,23],[10,3,19],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,3,6],[20,3,19],[21,1,29],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[7]: ([0,0,9],[1,4,12],[2,5,29],[3,3,16],[4,2,10],[5,5,17],[6,3,9],[7,3,5],[8,1,11],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,3],[14,0,6],[15,1,32],[16,3,20],[17,3,31],[18,2,1],[19,3,6],[20,1,10],[21,0,3],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,14],[27,1,9],[28,3,15],[29,3,3]) crommosom[8]: ([0,4,34],[1,4,32],[2,0,9],[3,3,34],[4,5,6],[5,3,15],[6,3,20],[7,4,13],[8,5,4],[9,4,31],[10,2,17],[11,5,23],[12,2,27],[13,5,12],[14,2,21],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,21],[20,2,1],[21,1,4],[22,0,11],[23,5,4],[24,2,14],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[9]: ([0,4,16],[1,3,16],[2,3,12],[3,3,20],[4,5,16],[5,0,25],[6,3,21],[7,4,17],[8,1,13],[9,2,28],[10,0,2],[11,5,28],[12,1,35],[13,1,27],[14,4,29],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,0,31],[20,5,8],[21,3,26],[22,3,0],[23,4,18],[24,3,22],[25,0,3],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+1+1) = 0.333333333333 fitness[2]: 1/(1+0+2+1) = 0.25 fitness[3]: 1/(1+0+2+1) = 0.25 fitness[4]: 1/(1+0+4+0) = 0.2 fitness[5]: 1/(1+0+2+3) = 0.166666666667 fitness[6]: 1/(1+0+3+2) = 0.166666666667 fitness[7]: 1/(1+0+6+0) = 0.142857142857 fitness[8]: 1/(1+1+3+2) = 0.142857142857 fitness[9]: 1/(1+3+3+5) = 0.0833333333333Pindah silang generasi ke-25
parent[0] : 0 parent[1] : 1 parent[2] : 2 parent[3] : 3 parent[4] : 4 parent[5] : 5 parent[6] : 6 parent[7] : 7 parent[8] : 8 parent[9] : 9 crommosom[0]: ([0,3,34],[1,3,24],[2,1,16],[3,1,7],[4,4,11],[5,3,3],[6,0,32],[7,2,14],[8,3,0],[9,1,4],[10,2,17],[11,3,16],[12,3,30],[13,3,12],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,34],[19,1,15],[20,5,12],[21,1,4],[22,1,22],[23,4,31],[24,5,9],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,3,6]) crommosom[1]: ([0,3,34],[1,3,24],[2,1,16],[3,1,7],[4,4,11],[5,3,3],[6,0,32],[7,2,14],[8,3,0],[9,1,4],[10,2,17],[11,3,16],[12,3,30],[13,3,12],[14,2,33],[15,3,17],[16,0,31],[17,0,15],[18,0,7],[19,2,32],[20,3,0],[21,1,4],[22,3,23],[23,4,35],[24,5,27],[25,1,25],[26,1,35],[27,5,2],[28,2,28],[29,5,17]) crommosom[2]: ([0,1,30],[1,4,3],[2,5,29],[3,5,0],[4,2,10],[5,5,17],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,35],[14,1,19],[15,0,0],[16,4,1],[17,0,15],[18,0,7],[19,2,32],[20,3,0],[21,1,4],[22,3,23],[23,4,35],[24,5,27],[25,1,25],[26,1,35],[27,5,2],[28,2,28],[29,5,17]) crommosom[3]: ([0,1,30],[1,4,3],[2,5,29],[3,5,0],[4,2,10],[5,5,17],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,3,32],[11,1,14],[12,4,27],[13,0,35],[14,1,19],[15,0,0],[16,4,1],[17,0,15],[18,0,7],[19,2,32],[20,3,0],[21,1,4],[22,3,23],[23,4,35],[24,5,27],[25,1,25],[26,5,25],[27,4,33],[28,3,2],[29,4,23]) crommosom[4]: ([0,2,33],[1,5,25],[2,1,23],[3,3,9],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,3,31],[10,3,19],[11,2,14],[12,1,35],[13,2,26],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,1],[19,0,26],[20,4,12],[21,4,25],[22,3,0],[23,4,18],[24,3,22],[25,1,25],[26,1,28],[27,1,29],[28,5,34],[29,5,20]) crommosom[5]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,3,23],[10,3,19],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,3,6],[20,3,19],[21,1,29],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[6]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,1,13],[9,3,23],[10,3,19],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,5],[19,3,6],[20,3,19],[21,1,29],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,28],[27,1,9],[28,5,34],[29,3,3]) crommosom[7]: ([0,0,9],[1,4,12],[2,0,9],[3,3,34],[4,5,6],[5,3,15],[6,3,20],[7,4,13],[8,5,4],[9,4,31],[10,2,17],[11,5,23],[12,2,27],[13,5,12],[14,2,21],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,21],[20,2,1],[21,1,4],[22,0,11],[23,5,4],[24,2,14],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[8]: ([0,4,34],[1,4,32],[2,0,9],[3,3,34],[4,5,6],[5,3,15],[6,3,20],[7,4,13],[8,5,4],[9,4,31],[10,2,17],[11,5,23],[12,2,27],[13,5,12],[14,2,21],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,21],[20,2,1],[21,1,4],[22,0,11],[23,5,4],[24,2,14],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[9]: ([0,4,16],[1,3,16],[2,3,12],[3,3,20],[4,5,16],[5,0,25],[6,3,21],[7,4,17],[8,1,13],[9,2,28],[10,0,2],[11,5,28],[12,1,35],[13,1,27],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,34],[19,1,15],[20,5,12],[21,1,4],[22,1,22],[23,4,31],[24,5,9],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,3,6]) fitness[0]: 1/(1+0+1+1) = 0.333333333333 fitness[1]: 1/(1+0+3+1) = 0.2 fitness[2]: 1/(1+0+2+1) = 0.25 fitness[3]: 1/(1+1+1+1) = 0.25 fitness[4]: 1/(1+0+3+4) = 0.125 fitness[5]: 1/(1+0+3+2) = 0.166666666667 fitness[6]: 1/(1+0+3+2) = 0.166666666667 fitness[7]: 1/(1+2+4+2) = 0.111111111111 fitness[8]: 1/(1+1+2+2) = 0.166666666667 fitness[9]: 1/(1+2+1+5) = 0.111111111111Mutasi generasi ke-25
271 : [9, 0] 144 : [4, 23] 33 : [1, 2] 4 : [0, 3] 112 : [3, 21] 52 : [1, 21] 168 : [5, 17] 186 : [6, 5] 146 : [4, 25] 142 : [4, 21] 280 : [9, 9] 246 : [8, 5] 170 : [5, 19] 57 : [1, 26] 85 : [2, 24] 73 : [2, 12] 10 : [0, 9] 71 : [2, 10] 30 : [0, 29] 62 : [2, 1] 60 : [1, 29] 39 : [1, 8] 122 : [4, 1] 222 : [7, 11] 264 : [8, 23] 101 : [3, 10] 115 : [3, 24] 89 : [2, 28] 188 : [6, 7] 155 : [5, 4] 1 : [0, 0] 295 : [9, 24] 283 : [9, 12] 295 : [9, 24] 35 : [1, 4] 215 : [7, 4] 286 : [9, 15] 116 : [3, 25] 191 : [6, 10] 55 : [1, 24] 150 : [4, 29] 158 : [5, 7] 22 : [0, 21] 213 : [7, 2] 186 : [6, 5] 28 : [0, 27] 109 : [3, 18] 139 : [4, 18] 189 : [6, 8] 289 : [9, 18] 199 : [6, 18] 280 : [9, 9] 270 : [8, 29] 291 : [9, 20] 263 : [8, 22] 151 : [5, 0] 56 : [1, 25] 90 : [2, 29] 44 : [1, 13] 103 : [3, 12] 123 : [4, 2] 104 : [3, 13] 41 : [1, 10] 215 : [7, 4] 21 : [0, 20] 93 : [3, 2] 45 : [1, 14] 163 : [5, 12] 262 : [8, 21] 233 : [7, 22] 129 : [4, 8] 101 : [3, 10] 4 : [0, 3] 162 : [5, 11] 186 : [6, 5] crommosom[0]: ([0,3,0],[1,3,24],[2,1,16],[3,2,13],[4,4,11],[5,3,3],[6,0,32],[7,2,14],[8,3,0],[9,1,32],[10,2,17],[11,3,16],[12,3,30],[13,3,12],[14,2,33],[15,3,17],[16,0,31],[17,5,33],[18,2,34],[19,1,15],[20,0,9],[21,4,2],[22,1,22],[23,4,31],[24,5,9],[25,2,11],[26,0,28],[27,3,24],[28,5,22],[29,1,31]) crommosom[1]: ([0,3,34],[1,3,24],[2,0,22],[3,1,7],[4,4,16],[5,3,3],[6,0,32],[7,2,14],[8,3,34],[9,1,4],[10,0,18],[11,3,16],[12,3,30],[13,4,32],[14,4,5],[15,3,17],[16,0,31],[17,0,15],[18,0,7],[19,2,32],[20,3,0],[21,3,28],[22,3,23],[23,4,35],[24,5,25],[25,3,14],[26,0,5],[27,5,2],[28,2,28],[29,4,35]) crommosom[2]: ([0,1,30],[1,4,17],[2,5,29],[3,5,0],[4,2,10],[5,5,17],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,4,11],[11,1,14],[12,3,1],[13,0,35],[14,1,19],[15,0,0],[16,4,1],[17,0,15],[18,0,7],[19,2,32],[20,3,0],[21,1,4],[22,3,23],[23,4,35],[24,2,16],[25,1,25],[26,1,35],[27,5,2],[28,0,8],[29,0,11]) crommosom[3]: ([0,1,30],[1,4,3],[2,3,18],[3,5,0],[4,2,10],[5,5,17],[6,4,1],[7,3,5],[8,5,12],[9,3,35],[10,1,7],[11,1,14],[12,4,23],[13,1,24],[14,1,19],[15,0,0],[16,4,1],[17,0,15],[18,3,4],[19,2,32],[20,3,0],[21,1,34],[22,3,23],[23,4,35],[24,4,15],[25,4,6],[26,5,25],[27,4,33],[28,3,2],[29,4,23]) crommosom[4]: ([0,2,33],[1,0,1],[2,2,32],[3,3,9],[4,5,3],[5,1,23],[6,3,21],[7,4,17],[8,5,34],[9,3,31],[10,3,19],[11,2,14],[12,1,35],[13,2,26],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,5,30],[19,0,26],[20,4,12],[21,3,35],[22,3,0],[23,2,26],[24,3,22],[25,3,3],[26,1,28],[27,1,29],[28,5,34],[29,5,9]) crommosom[5]: ([0,1,30],[1,3,26],[2,3,12],[3,3,20],[4,2,11],[5,1,23],[6,3,21],[7,5,34],[8,1,13],[9,3,23],[10,3,19],[11,0,18],[12,5,8],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,7],[18,1,5],[19,0,12],[20,3,19],[21,1,29],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[6]: ([0,4,24],[1,3,26],[2,3,12],[3,3,20],[4,5,3],[5,0,18],[6,3,21],[7,0,19],[8,3,7],[9,3,23],[10,2,11],[11,2,14],[12,1,35],[13,5,5],[14,2,18],[15,2,8],[16,3,6],[17,5,24],[18,1,33],[19,3,6],[20,3,19],[21,1,29],[22,0,27],[23,4,18],[24,5,25],[25,5,6],[26,1,28],[27,1,9],[28,5,34],[29,3,3]) crommosom[7]: ([0,0,9],[1,4,12],[2,4,32],[3,3,34],[4,0,2],[5,3,15],[6,3,20],[7,4,13],[8,5,4],[9,4,31],[10,2,17],[11,1,4],[12,2,27],[13,5,12],[14,2,21],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,21],[20,2,1],[21,1,4],[22,2,22],[23,5,4],[24,2,14],[25,1,25],[26,5,0],[27,4,7],[28,5,27],[29,1,11]) crommosom[8]: ([0,4,34],[1,4,32],[2,0,9],[3,3,34],[4,5,6],[5,5,9],[6,3,20],[7,4,13],[8,5,4],[9,4,31],[10,2,17],[11,5,23],[12,2,27],[13,5,12],[14,2,21],[15,5,3],[16,4,1],[17,4,7],[18,0,7],[19,2,21],[20,2,1],[21,0,33],[22,1,8],[23,3,21],[24,2,14],[25,1,25],[26,1,28],[27,1,9],[28,5,34],[29,5,20]) crommosom[9]: ([0,5,31],[1,3,16],[2,3,12],[3,3,20],[4,5,16],[5,0,25],[6,3,21],[7,4,17],[8,1,13],[9,4,28],[10,0,2],[11,5,28],[12,0,22],[13,1,27],[14,2,33],[15,2,3],[16,0,31],[17,5,33],[18,4,2],[19,1,15],[20,3,12],[21,1,4],[22,1,22],[23,4,31],[24,5,32],[25,2,11],[26,0,28],[27,4,33],[28,5,22],[29,3,6]) fitness[0]: 1/(1+0+3+4) = 0.125 fitness[1]: 1/(1+0+4+0) = 0.2 fitness[2]: 1/(1+0+3+3) = 0.142857142857 fitness[3]: 1/(1+1+2+1) = 0.2 fitness[4]: 1/(1+0+4+2) = 0.142857142857 fitness[5]: 1/(1+0+3+3) = 0.142857142857 fitness[6]: 1/(1+1+2+2) = 0.166666666667 fitness[7]: 1/(1+1+5+2) = 0.111111111111 fitness[8]: 1/(1+0+3+4) = 0.125 fitness[9]: 1/(1+1+1+3) = 0.166666666667
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