output.txt

基本遗传算法在求一个函数表达式的最大值应用！

**************************************** Generation = 1 ****************************************
0:  0001100100001111110000000101011101101100   12.4002    x1 = -1.03941    x2 = -1.16937
1:  0110110010010000110100101101110011111101   17.6467    x1 = 0.777214    x2 = 1.01171
2:  0111100011010100011101011110000010100100   14.4035    x1 = 1.57912    x2 = -1.45552
3:  0110100101100101011000010110100010111010   5.52407    x1 = -0.345412    x2 = -0.558592
4:  0000000011100001010100001100101101000101   1.29429    x1 = 0.647003    x2 = 0.55719
5:  1011011100100011010100100110101111101111   1007.4    x1 = 0.708928    x2 = 1.91739
6:  0110011001100010010010101111111110101001   415.782    x1 = -1.4656    x2 = 0.351959
7:  1001111010100110100110001110010110000111   535.616    x1 = 0.357475    x2 = 1.56244
8:  0000001001111100100111010011000110000110   2.31669    x1 = 0.318252    x2 = -0.487206
9:  1101101111111110000011001111011001101011   323.376    x1 = -1.92014    x2 = 1.38295
10:  1110000011110101111111001010000110011011   331.32    x1 = 1.96703    x2 = 1.43233
11:  0000000111101111110011101111111001111111   922.461    x1 = -1.0325    x2 = 2.02397
12:  0111111001010110000111010100111111011011   464.341    x1 = 0.106494    x2 = 1.47117
13:  1010011000000000100101110001110001100101   10.0556    x1 = 0.256397    x2 = 0.611557
14:  0100101110000101110001010010111100011101   22.1158    x1 = -1.11818    x2 = 0.911292
15:  0110100100100001110110000010001000100000   966.184    x1 = 0.900589    x2 = -1.97975
16:  1001110111010011101100111010001000001101   257.804    x1 = 1.48373    x2 = 0.772362
17:  0000101011000000100111010011001111011010   7.74362    x1 = 0.259315    x2 = -0.579206
18:  0011000001110000101110010001011100110001   266.399    x1 = 1.29405    x2 = 0.206537
19:  0001110100110010110110101101110001110101   2.79248    x1 = 0.844722    x2 = 0.73971
20:  0001001011000000000100010000110011101011   379.728    x1 = 0.00328321    x2 = 1.39503
21:  0110011010110010001101111010100010111000   166.844    x1 = 1.1014    x2 = -1.58263
22:  1111000000010110101011010010001010111101   29.8257    x1 = -0.66394    x2 = 0.980296
23:  1101001101100010000110101011001011100001   0.870884    x1 = 0.070795    x2 = 0.116834
24:  1111110110100011111110101110111110101110   1548.09    x1 = 1.98975    x2 = -0.160541
25:  0100111010011000011011011110000010011100   113.021    x1 = -0.486553    x2 = -1.13552
26:  1000010110010011100100011000101001010010   28.2034    x1 = 0.457631    x2 = -0.858905
27:  1101101111011011110100110100111111110001   82.9468    x1 = 0.987858    x2 = 0.255174
28:  1011100010000101111001110111100100100000   1512.81    x1 = -0.0948849    x2 = -1.97407
29:  0110011000000111101001100000001010100000   1270.96    x1 = -0.5436    x2 = -1.96398
30:  1001110101010110000111111110110101101111   1294.43    x1 = 0.106725    x2 = 1.8995
31:  1011111001001101110100111001111011011001   49.3657    x1 = 0.946491    x2 = 0.439612
32:  0000101100111100010100000000001101110000   873.519    x1 = 0.572815    x2 = -1.812
33:  1010010101000011100100111110011011010100   265.64    x1 = 0.450647    x2 = -1.35351
34:  1001000101001110110110101101010001001010   5.82944    x1 = 0.882538    x2 = -0.733292
35:  0000010011111000011100101111101010001010   361.059    x1 = 1.56713    x2 = -0.746046
36:  0000101001011101001000001111111110000110   25.5857    x1 = -0.837686    x2 = -0.480061
37:  0100101100000101011101110100110100010000   58.9137    x1 = 1.69682    x2 = -1.90882
38:  1111110100100100010000010010001111110001   483.282    x1 = -1.49925    x2 = 0.252283
39:  0111011111000110100111111011100100111010   4.17116    x1 = 0.355932    x2 = -0.566127
***********************************************************************************************
Best = 24   MaxFitness = 1548.09   MinFitness = 0.870884   AveFitness = 353.552
MatingPool : 30 11 15 6 28 6 21 30 11 28 38 29 5 38 5 5 30 5 10 10 33 15 32 32 24 7 6 30 30 5 12 12 24 29 15 11 32 29 30 5

**************************************** Generation = 2 ****************************************
0:  1001110101010110000111111110110101101111   1294.43    x1 = 0.106725    x2 = 1.8995
1:  0000000111101111110011101111111001111111   922.461    x1 = -1.0325    x2 = 2.02397
2:  0110100100100001110110000010111110101001   47.3001    x1 = 0.900589    x2 = 0.351256
3:  0110011001100010010010101111001000100000   318.882    x1 = -1.4656    x2 = -1.97904
4:  1011100010000101111001110111100100101001   2.19581    x1 = -0.0948849    x2 = 0.329932
5:  0110011001100010010010101111111110100000   282.465    x1 = -1.4656    x2 = -1.95204
6:  0110011010110010001101111010100010111111   779.761    x1 = 1.1014    x2 = 2.00137
7:  1001110101010110100111111110110101101000   732.64    x1 = 0.362725    x2 = -1.6845
8:  0000000111101111110011101111111001111111   922.461    x1 = -1.0325    x2 = 2.02397
9:  1011100010000101111001110111100100100000   1512.81    x1 = -0.0948849    x2 = -1.97407
10:  1111110100100100010000010010001111110001   483.282    x1 = -1.49925    x2 = 0.252283
11:  0110011000000111101001100000001010100000   1270.96    x1 = -0.5436    x2 = -1.96398
12:  1011011100100011010100100110101111101111   1007.4    x1 = 0.708928    x2 = 1.91739
13:  1111110100100100010000010010001111110001   483.282    x1 = -1.49925    x2 = 0.252283
14:  1011011100100011010100100110101111101111   1007.4    x1 = 0.708928    x2 = 1.91739
15:  1011011100100011010100100110101111101111   1007.4    x1 = 0.708928    x2 = 1.91739
16:  1001110101010110000111111110110101101111   1294.43    x1 = 0.106725    x2 = 1.8995
17:  1011011100100011010100100110101111101111   1007.4    x1 = 0.708928    x2 = 1.91739
18:  1110000011110101111111001010000110011011   331.32    x1 = 1.96703    x2 = 1.43233
19:  1110000011110101111111001010000110011011   331.32    x1 = 1.96703    x2 = 1.43233
20:  1010010101000011100100111110011011010100   265.64    x1 = 0.450647    x2 = -1.35351
21:  0110100100100001110110000010001000100000   966.184    x1 = 0.900589    x2 = -1.97975
22:  0000101100111100010100000000001101110000   873.519    x1 = 0.572815    x2 = -1.812
23:  0000101100111100010100000000001101110000   873.519    x1 = 0.572815    x2 = -1.812
24:  1111110110100011111110101110110110101110   1547.07    x1 = 1.98975    x2 = -0.164541
25:  1001111010100110100110001110010110000111   535.616    x1 = 0.357475    x2 = 1.56244
26:  0110011001100010010010101110110101101111   219.229    x1 = -1.4656    x2 = 1.89946
27:  1001110101010110000111111111111110101001   2.06385    x1 = 0.106725    x2 = 0.351998
28:  1001011100100011010100100110101111101111   1007.41    x1 = 0.708913    x2 = 1.91739
29:  1011110101010110000111111110110101101111   1294.43    x1 = 0.10674    x2 = 1.8995
30:  0111111001010110000111010100111111011011   464.341    x1 = 0.106494    x2 = 1.47117
31:  0111111001010110000111010100111111011011   464.341    x1 = 0.106494    x2 = 1.47117
32:  1111110110100011111110101110111110101110   1548.09    x1 = 1.98975    x2 = -0.160541
33:  0110011000000111101001100000001010100000   1270.96    x1 = -0.5436    x2 = -1.96398
34:  0110100100100001110110001111111001111111   1079.33    x1 = 0.900589    x2 = 2.02395
35:  0000000111101111110011100010001000100000   818.233    x1 = -1.0325    x2 = -1.97972
36:  0000101100111100010100000000001101110000   873.519    x1 = 0.572815    x2 = -1.812
37:  0110011000000111101001100000001010100000   1270.96    x1 = -0.5436    x2 = -1.96398
38:  1001011100100011010100100110101111101111   1007.41    x1 = 0.708913    x2 = 1.91739
39:  1011110101010110000111111110110101101111   1294.43    x1 = 0.10674    x2 = 1.8995
***********************************************************************************************
Best = 32   MaxFitness = 1548.09   MinFitness = 2.06385   AveFitness = 817.897
MatingPool : 16 0 16 28 38 9 12 9 32 15 11 32 38 32 0 9 37 32 16 28 28 9 9 9 29 32 11 16 0 9 24 16 16 32 29 29 34 0 21 39

**************************************** Generation = 3 ****************************************
0:  1001110101010110000111111110110101101111   1294.43    x1 = 0.106725    x2 = 1.8995
1:  1001110101010110000111111110110101101111   1294.43    x1 = 0.106725    x2 = 1.8995
2:  1001110101010110000111111110110101101111   1294.43    x1 = 0.106725    x2 = 1.8995
3:  1001011100100011010100100110101111101111   1007.41    x1 = 0.708913    x2 = 1.91739
4:  1001011100100011010100100110101110100000   1100.96    x1 = 0.708913    x2 = -1.95461
5:  1011100010000101111001110111100101101111   1292.27    x1 = -0.0948849    x2 = 1.89793
6:  1011011100100011010100100110100100100000   1153.71    x1 = 0.708928    x2 = -1.97461
7:  1011100010000101111001110111101111101111   1347.7    x1 = -0.0948849    x2 = 1.91793
8:  1111110110100011111110101110111110101110   1548.09    x1 = 1.98975    x2 = -0.160541
9:  1011011100100011010100100110101111101111   1007.4    x1 = 0.708928    x2 = 1.91739
10:  0110011110100011111110101110111110101110   1548.57    x1 = 1.9899    x2 = -0.160541
11:  1111110000000111101001100000001010100000   1270.84    x1 = -0.543752    x2 = -1.96398
12:  1001010110100011111110101110111110101110   1547.82    x1 = 1.98966    x2 = -0.160541
13:  1111111100100011010100100110101111101111   1007.34    x1 = 0.708999    x2 = 1.91739
14:  1001110101010110010111111110110101101111   1040.39    x1 = 0.618725    x2 = 1.8995
15:  1011100010000101101001110111100100100000   1247.71    x1 = -0.606885    x2 = -1.97407
16:  0110011000000111101001100000001010100000   1270.96    x1 = -0.5436    x2 = -1.96398
17:  1111110110100011111110101110111110101110   1548.09    x1 = 1.98975    x2 = -0.160541
18:  1001111100100011010100100110101111101111   1007.36    x1 = 0.708975    x2 = 1.91739
19:  1001010101010110000111111110110101101111   1294.44    x1 = 0.106662    x2 = 1.8995
20:  1001011100100011010100100110100100100000   1153.72    x1 = 0.708913    x2 = -1.97461
21:  1011100010000101111001110111101111101111   1347.7    x1 = -0.0948849    x2 = 1.91793
22:  1011100010000101111001110111100100100000   1512.81    x1 = -0.0948849    x2 = -1.97407
23:  1011100010000101111001110111100100100000   1512.81    x1 = -0.0948849    x2 = -1.97407
24:  1011110101010110000011111110110101101111   11.2237    x1 = -1.94126    x2 = 1.8995
25:  1111110110100011111110101110111110101110   1548.09    x1 = 1.98975    x2 = -0.160541
26:  0110010101010110000111111110110101101111   1294.44    x1 = 0.10665    x2 = 1.8995
27:  1001111000000111101001100000001010100000   1271.01    x1 = -0.543526    x2 = -1.96398
28:  1001110110000101111001110111100100100000   1512.9    x1 = -0.0942755    x2 = -1.97407
29:  1011100001010110000111111110110101101111   1294.52    x1 = 0.106115    x2 = 1.8995
30:  1111110110100011111110101111110110101110   1547.2    x1 = 1.98975    x2 = -0.164041
31:  1001110101010110000111111110110101101111   1294.43    x1 = 0.106725    x2 = 1.8995
32:  1001110101010110000111111110110101101110   0.80931    x1 = 0.106725    x2 = -0.148502
33:  1111110110100011111110101110111110101111   16.7085    x1 = 1.98975    x2 = 1.88746
34:  1011110101010110000111111110110101101111   1294.43    x1 = 0.10674    x2 = 1.8995
35:  1011110101010110000111111110110101101111   1294.43    x1 = 0.10674    x2 = 1.8995
36:  0110100100100001110110001111111101101111   791.84    x1 = 0.900589    x2 = 1.90395
37:  1001110101010110000111111110110001111111   1654.84    x1 = 0.106725    x2 = 2.0195
38:  0110100100100001110110000010001000100000   966.184    x1 = 0.900589    x2 = -1.97975
39:  1011110101010110000111111110110101101111   1294.43    x1 = 0.10674    x2 = 1.8995
***********************************************************************************************
Best = 37   MaxFitness = 1654.84   MinFitness = 0.80931   AveFitness = 1193.47
MatingPool : 17 10 21 8 23 17 37 26 10 8 17 22 37 37 10 10 31 12 26 37 0 25 21 17 37 30 37 30 10 8 8 17 8 37 10 8 1 0 35 25

**************************************** Generation = 4 ****************************************
0:  1111110110100011111110101110111110101110   1548.09    x1 = 1.98975    x2 = -0.160541
1:  0110011110100011111110101110111110101110   1548.57    x1 = 1.9899    x2 = -0.160541
2:  1011100010000101111001110111101110101110   1.22857    x1 = -0.0948849    x2 = -0.162069
3:  1111110110100011111110101110111111101111   8.52974    x1 = 1.98975    x2 = 1.91946
4:  1011100010000101111001110111100100100000   1512.81    x1 = -0.0948849    x2 = -1.97407
5:  1111110110100011111110101110111110101110   1548.09    x1 = 1.98975    x2 = -0.160541
6:  1001110101010110000111111110110101101111   1294.43    x1 = 0.106725    x2 = 1.8995
7:  0110010101010110000111111110110001111111   1654.85    x1 = 0.10665    x2 = 2.0195
8:  0110011110100011111110101110111110101110   1548.57    x1 = 1.9899    x2 = -0.160541
9:  1111110110100011111110101110111110101110   1548.09    x1 = 1.98975    x2 = -0.160541
10:  1111110110100011111110101110111110101110   1548.09    x1 = 1.98975    x2 = -0.160541
11:  1011100010000101111001110111100100100000   1512.81    x1 = -0.0948849    x2 = -1.97407
12:  1001110101010110000111111110110001111111   1654.84    x1 = 0.106725    x2 = 2.0195