output.txt

基本遗传算法在求一个函数表达式的最大值应用！

Best = 2   MaxFitness = 1656.36   MinFitness = 1652.42   AveFitness = 1655.77
MatingPool : 26 2 18 26 8 31 31 31 1 11 8 18 27 19 1 18 31 19 18 5 8 2 23 2 19 31 24 15 26 34 15 8 24 1 2 8 5 1 21 26

**************************************** Generation = 11 ****************************************
0:  1110010110000110000111111110110001111111   1656.36    x1 = 0.0976544    x2 = 2.0195
1:  0111110110000110000111111110110001111111   1656.35    x1 = 0.0977442    x2 = 2.0195
2:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
3:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
4:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
5:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
6:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
7:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
8:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
9:  0110010110100110000111111110110001111111   1655.71    x1 = 0.10165    x2 = 2.0195
10:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
11:  1111010110000110000111111110110001111111   1656.36    x1 = 0.0976856    x2 = 2.0195
12:  0110010110100110000111111110110001111111   1655.71    x1 = 0.10165    x2 = 2.0195
13:  0110010010100110000111111110110001111111   1655.79    x1 = 0.10115    x2 = 2.0195
14:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
15:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
16:  1111110110000110000111111110110001111011   512.931    x1 = 0.0977481    x2 = 1.5075
17:  0110010010100110000111111110110001111111   1655.79    x1 = 0.10115    x2 = 2.0195
18:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
19:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
20:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
21:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
22:  0110010110100110000111111110110001111111   1655.71    x1 = 0.10165    x2 = 2.0195
23:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
24:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
25:  1111110110100110000111111110110001111111   1655.69    x1 = 0.101748    x2 = 2.0195
26:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
27:  0110010011100110000111111110110001111111   1655.46    x1 = 0.10315    x2 = 2.0195
28:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
29:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
30:  0110010010100110000111111110110001111111   1655.79    x1 = 0.10115    x2 = 2.0195
31:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
32:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
33:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
34:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
35:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
36:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
37:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
38:  0110000110100110000111111110110001111111   1655.73    x1 = 0.101525    x2 = 2.0195
39:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
***********************************************************************************************
Best = 24   MaxFitness = 1656.44   MinFitness = 512.931   AveFitness = 1627.62
MatingPool : 4 10 24 23 24 23 21 24 0 24 11 29 0 32 1 0 14 1 36 34 34 21 1 11 21 1 21 0 21 24 31 23 23 34 21 23 19 24 1 32

**************************************** Generation = 12 ****************************************
0:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
1:  1111110110000110000111111110100001111111   1649.78    x1 = 0.0977481    x2 = 2.0175
2:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
3:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
4:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
5:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
6:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
7:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
8:  1110010110000110000111111110110001111111   1656.36    x1 = 0.0976544    x2 = 2.0195
9:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
10:  1111010110000110000111111110110001111111   1656.36    x1 = 0.0976856    x2 = 2.0195
11:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
12:  1110010110000110000111111110110001111111   1656.36    x1 = 0.0976544    x2 = 2.0195
13:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
14:  0111110110000110000111111110110001111111   1656.35    x1 = 0.0977442    x2 = 2.0195
15:  1110010110000110000111111110110001111111   1656.36    x1 = 0.0976544    x2 = 2.0195
16:  1111110110000110000111111110110011111111   1709.57    x1 = 0.0977481    x2 = 2.0355
17:  0111110110000110000111111110110001111111   1656.35    x1 = 0.0977442    x2 = 2.0195
18:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
19:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
20:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
21:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
22:  0111110110000110000111111110110001111111   1656.35    x1 = 0.0977442    x2 = 2.0195
23:  1111010110000110000111111110110001111111   1656.36    x1 = 0.0976856    x2 = 2.0195
24:  0111110110000110000111111110110001111111   1656.35    x1 = 0.0977442    x2 = 2.0195
25:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
26:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
27:  1110010110000110000111111110110001111111   1656.36    x1 = 0.0976544    x2 = 2.0195
28:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
29:  0010010010000110000111111110110001111111   1656.45    x1 = 0.0971427    x2 = 2.0195
30:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
31:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
32:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
33:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
34:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
35:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
36:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
37:  0110010010000110000111111110110001111101   97.1651    x1 = 0.0971505    x2 = 0.995499
38:  0111110110000110000111111110110001111111   1656.35    x1 = 0.0977442    x2 = 2.0195
39:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
***********************************************************************************************
Best = 16   MaxFitness = 1709.57   MinFitness = 97.1651   AveFitness = 1618.55
MatingPool : 16 9 6 29 16 32 9 2 16 35 9 5 33 9 5 16 29 9 7 32 26 29 2 5 26 29 16 28 29 29 33 29 28 5 35 35 9 4 29 16

**************************************** Generation = 13 ****************************************
0:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
1:  0110010010000110000011111110110011111111   20.094    x1 = -1.95085    x2 = 2.0355
2:  0010010010000110000111111110110001111111   1656.45    x1 = 0.0971427    x2 = 2.0195
3:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
4:  1110010110000110000111111110110001111111   1656.36    x1 = 0.0976544    x2 = 2.0195
5:  0111110110000110000111111110110011111111   1709.57    x1 = 0.0977442    x2 = 2.0355
6:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
7:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
8:  1111110110000110000111111110110011111111   1709.57    x1 = 0.0977481    x2 = 2.0355
9:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
10:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
11:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
12:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
13:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
14:  0110010010000110000111111110110011111111   1709.66    x1 = 0.0971505    x2 = 2.0355
15:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
16:  0010010010000110000111111110110001111111   1656.45    x1 = 0.0971427    x2 = 2.0195
17:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
18:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
19:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
20:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
21:  0010010010000110000111111110110001111111   1656.45    x1 = 0.0971427    x2 = 2.0195
22:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
23:  0110010010000110000111111110110001101111   1274.12    x1 = 0.0971505    x2 = 1.8915
24:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
25:  0010010010000110000111111110110001111111   1656.45    x1 = 0.0971427    x2 = 2.0195
26:  1111110110000110000111111110110001111111   1656.35    x1 = 0.0977481    x2 = 2.0195
27:  0110010110000110000111111110110011111111   1709.58    x1 = 0.0976505    x2 = 2.0355
28:  0010010010000110000111111110110001111111   1656.45    x1 = 0.0971427    x2 = 2.0195
29:  0010010010000110000111111110110001111111   1656.45    x1 = 0.0971427    x2 = 2.0195
30:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
31:  0010010110000110000111111110110001111111   1656.37    x1 = 0.0976427    x2 = 2.0195
32:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
33:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
34:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
35:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
36:  0110010010000110000111111110110001111111   1656.44    x1 = 0.0971505    x2 = 2.0195
37:  0110010110000110000111111110110001111111   1656.36    x1 = 0.0976505    x2 = 2.0195
38:  0010010010000110000111111110110001111111   1656.45    x1 = 0.0971427    x2 = 2.0195
39:  1111110110000010000111111110110011111111   1713.95    x1 = 0.0657481    x2 = 2.0355
***********************************************************************************************
Best = 39   MaxFitness = 1713.95   MinFitness = 20.094   AveFitness = 1612.7
MatingPool : 14 39 25 27 25 39 21 39 14 5 5 21 39 27 2 28 39 14 5 38 27 14 39 27 14 39 39 8 5 39 8 39 5 21 39 39 14 27 27 21

**************************************** Generation = 14 ****************************************
0:  0110010000000110000111111110110011111111   1709.83    x1 = 0.0961505    x2 = 2.0355
1:  1111110110000010000111111110110011111111   1713.95    x1 = 0.0657481    x2 = 2.0355
2:  0010010010000110000111111110110001111111   1656.45    x1 = 0.0971427    x2 = 2.0195
3:  0110010110000110000111111110110011111111   1709.58    x1 = 0.0976505    x2 = 2.0355
4:  0010010010000110000111111110110001111111   1656.45    x1 = 0.0971427    x2 = 2.0195
5:  1111110110000010000111111110110011111111   1713.95    x1 = 0.0657481    x2 = 2.0355
6:  0010010010000110000111111110110001111111   1656.45    x1 = 0.0971427    x2 = 2.0195
7:  1111110110000010000111111110110011111111   1713.95    x1 = 0.0657481    x2 = 2.0355
8:  0110010010000110000111111110110011111111   1709.66    x1 = 0.0971505    x2 = 2.0355
9:  0111110110000110000111111110110011111111   1709.57    x1 = 0.0977442    x2 = 2.0355