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Number of Crossovers = 64
Elitist Reproduction on Individual 4
################# Generation 80 #################
# Binary Code Param1 Param2 Fitness
1 000100010001000000100010101010 0.0667 0.0677 0.99940
2 000100010000000000100010101010 0.0664 0.0677 0.99929
3 000100010000100000101010101110 0.0665 0.0834 0.80558
4 000100010011000000100010101010 0.0671 0.0677 0.99936
5 000100010001000000100010101010 0.0667 0.0677 0.99940
Average Values: 0.0667 0.0708 0.96061
Average Function Value of Generation= 0.96061
Maximum Function Value = 0.99940
Number of Crossovers = 72
%%%%%%% Restart micro-population at generation 80 %%%%%%%
################# Generation 81 #################
# Binary Code Param1 Param2 Fitness
1 000100010001000000100010101010 0.0667 0.0677 0.99940
2 110111011001111001100010011101 0.8657 0.1923 0.00030
3 001000011101110010100010111100 0.1323 0.3182 0.00073
4 111111000110000001010011000011 0.9859 0.1622 0.00000
5 100000101011100010100100110011 0.5106 0.3219 0.00125
Average Values: 0.5122 0.2125 0.20034
Average Function Value of Generation= 0.20034
Maximum Function Value = 0.99940
Number of Crossovers = 73
Elitist Reproduction on Individual 3
################# Generation 82 #################
# Binary Code Param1 Param2 Fitness
1 100000011001000010100100101011 0.5061 0.3216 0.00204
2 101000111111100010100000110110 0.6405 0.3142 0.01565
3 000100010001000000100010101010 0.0667 0.0677 0.99940
4 000100111001000010100010101010 0.0764 0.3177 0.04817
5 110111111001110001100010111001 0.8735 0.1932 0.00026
Average Values: 0.4326 0.2429 0.21310
Average Function Value of Generation= 0.21310
Maximum Function Value = 0.99940
Number of Crossovers = 75
Elitist Reproduction on Individual 2
################# Generation 83 #################
# Binary Code Param1 Param2 Fitness
1 001100111101000010100010101010 0.2024 0.3177 0.00157
2 000100010001000000100010101010 0.0667 0.0677 0.99940
3 100100011011100010100010101010 0.5692 0.3177 0.00000
4 100000011111100000100010111110 0.5077 0.0683 0.05532
5 100000011001100000100000110110 0.5062 0.0641 0.06350
Average Values: 0.3704 0.1671 0.22396
Average Function Value of Generation= 0.22396
Maximum Function Value = 0.99940
Number of Crossovers = 74
Elitist Reproduction on Individual 1
################# Generation 84 #################
# Binary Code Param1 Param2 Fitness
1 000100010001000000100010101010 0.0667 0.0677 0.99940
2 000100011001000000100000100110 0.0686 0.0637 0.98983
3 100000010011000000100010101010 0.5047 0.0677 0.07389
4 100000011011100000100010110110 0.5067 0.0681 0.06088
5 100000010111100000100010111010 0.5058 0.0682 0.06676
Average Values: 0.3305 0.0671 0.43815
Average Function Value of Generation= 0.43815
Maximum Function Value = 0.99940
Number of Crossovers = 81
################# Generation 85 #################
# Binary Code Param1 Param2 Fitness
1 000100010001000000100010101110 0.0667 0.0678 0.99923
2 000100010011000000100010101010 0.0671 0.0677 0.99936
3 100100011011000000100000100110 0.5691 0.0637 0.00002
4 000100010001000000100010101010 0.0667 0.0677 0.99940
5 000100010001000000100010101010 0.0667 0.0677 0.99940
Average Values: 0.1672 0.0669 0.79948
Average Function Value of Generation= 0.79948
Maximum Function Value = 0.99940
Number of Crossovers = 75
%%%%%%% Restart micro-population at generation 85 %%%%%%%
################# Generation 86 #################
# Binary Code Param1 Param2 Fitness
1 000100010001000000100010101010 0.0667 0.0677 0.99940
2 111101010110111111101011100011 0.9587 0.9601 0.00000
3 100011110110000111100000010001 0.5601 0.9380 0.00000
4 110111111101100000000000101101 0.8744 0.0014 0.00058
5 100011010001110001001010000010 0.5512 0.1446 0.00000
Average Values: 0.6022 0.4224 0.20000
Average Function Value of Generation= 0.20000
Maximum Function Value = 0.99940
Number of Crossovers = 81
Elitist Reproduction on Individual 5
################# Generation 87 #################
# Binary Code Param1 Param2 Fitness
1 110011011101100001000000001011 0.8041 0.1253 0.00060
2 100111010101000000000000101110 0.6145 0.0014 0.00105
3 100100010001100001101010101010 0.5668 0.2083 0.00000
4 110111110110111010101011101001 0.8728 0.3352 0.00012
5 000100010001000000100010101010 0.0667 0.0677 0.99940
Average Values: 0.5850 0.1476 0.20024
Average Function Value of Generation= 0.20024
Maximum Function Value = 0.99940
Number of Crossovers = 87
Elitist Reproduction on Individual 5
################# Generation 88 #################
# Binary Code Param1 Param2 Fitness
1 100101010001000000100000101010 0.5823 0.0638 0.00117
2 100111011101000001000000001111 0.6165 0.1255 0.00329
3 000110010101000000000010101010 0.0989 0.0052 0.01192
4 010100010101000000000010001011 0.3176 0.0042 0.00124
5 000100010001000000100010101010 0.0667 0.0677 0.99940
Average Values: 0.3364 0.0533 0.20341
Average Function Value of Generation= 0.20341
Maximum Function Value = 0.99940
Number of Crossovers = 81
Elitist Reproduction on Individual 5
################# Generation 89 #################
# Binary Code Param1 Param2 Fitness
1 000100010101000001000010101110 0.0676 0.1303 0.02076
2 000100010101000000000010101010 0.0676 0.0052 0.02741
3 100101010001000001100000001110 0.5823 0.1879 0.00000
4 000100010001000000000010101010 0.0667 0.0052 0.02742
5 000100010001000000100010101010 0.0667 0.0677 0.99940
Average Values: 0.1702 0.0793 0.21500
Average Function Value of Generation= 0.21500
Maximum Function Value = 0.99940
Number of Crossovers = 75
%%%%%%% Restart micro-population at generation 89 %%%%%%%
################# Generation 90 #################
# Binary Code Param1 Param2 Fitness
1 000100010001000000100010101010 0.0667 0.0677 0.99940
2 111011100110001000000111101010 0.9312 0.0150 0.00000
3 000110001000010101011000100101 0.0958 0.6730 0.08067
4 001110000010101100101100011001 0.2194 0.5867 0.00052
5 000001010000000000101010000011 0.0195 0.0821 0.12108
Average Values: 0.2665 0.2849 0.24034
Average Function Value of Generation= 0.24034
Maximum Function Value = 0.99940
Number of Crossovers = 65
Elitist Reproduction on Individual 1
################# Generation 91 #################
# Binary Code Param1 Param2 Fitness
1 000100010001000000100010101010 0.0667 0.0677 0.99940
2 000001010001000000100010000011 0.0198 0.0665 0.14865
3 000100010001000100100100001001 0.0667 0.5706 0.00003
4 001110010001001000101000111001 0.2229 0.0799 0.20940
5 000000010001000000101010001010 0.0042 0.0823 0.01946
Average Values: 0.0760 0.1734 0.27539
Average Function Value of Generation= 0.27539
Maximum Function Value = 0.99940
Number of Crossovers = 72
Elitist Reproduction on Individual 4
################# Generation 92 #################
# Binary Code Param1 Param2 Fitness
1 001110010001000000100010111010 0.2229 0.0682 0.23824
2 001100010001001000100000101001 0.1917 0.0638 0.00485
3 001011010001001000100000101011 0.1761 0.0638 0.00003
4 000100010001000000100010101010 0.0667 0.0677 0.99940
5 000110010001001000101000111001 0.0979 0.0799 0.40061
Average Values: 0.1510 0.0687 0.32863
Average Function Value of Generation= 0.32863
Maximum Function Value = 0.99940
Number of Crossovers = 76
Elitist Reproduction on Individual 5
################# Generation 93 #################
# Binary Code Param1 Param2 Fitness
1 000100010001001000101010111010 0.0667 0.0838 0.79780
2 001110010001000000100000111001 0.2229 0.0642 0.23733
3 000100010001000000100010101000 0.0667 0.0676 0.99948
4 001110010001000000101000111001 0.2229 0.0799 0.20895
5 000100010001000000100010101010 0.0667 0.0677 0.99940
Average Values: 0.1292 0.0726 0.64860
Average Function Value of Generation= 0.64860
Maximum Function Value = 0.99948
Number of Crossovers = 78
Elitist Reproduction on Individual 3
################# Generation 94 #################
# Binary Code Param1 Param2 Fitness
1 000100010001000000101010101010 0.0667 0.0833 0.80821
2 001100010001000000100000101000 0.1917 0.0637 0.00481
3 000100010001000000100010101000 0.0667 0.0676 0.99948
4 001110010001000000100000101010 0.2229 0.0638 0.23686
5 000100010001000000101010111000 0.0667 0.0837 0.79911
Average Values: 0.1229 0.0724 0.56969
Average Function Value of Generation= 0.56969
Maximum Function Value = 0.99948
Number of Crossovers = 75
%%%%%%% Restart micro-population at generation 94 %%%%%%%
################# Generation 95 #################
# Binary Code Param1 Param2 Fitness
1 000100010001000000100010101000 0.0667 0.0676 0.99948
2 001111011011111101011101110010 0.2412 0.6832 0.06203
3 010111011111111110111011011010 0.3672 0.8661 0.00000
4 011110110010111000101011101101 0.4812 0.0854 0.24615
5 100101000001111110010010000010 0.5786 0.7852 0.00000
Average Values: 0.3470 0.4975 0.26153
Average Function Value of Generation= 0.26153
Maximum Function Value = 0.99948
Number of Crossovers = 87
Elitist Reproduction on Individual 4
################# Generation 96 #################
# Binary Code Param1 Param2 Fitness
1 000111110010111010111010100100 0.1218 0.3644 0.00000
2 100100000001011110110010101010 0.5629 0.8490 0.00000
3 000110010011001000100110100000 0.0984 0.0752 0.42211
4 000100010001000000100010101000 0.0667 0.0676 0.99948
5 000111010011000000111101110010 0.1140 0.1207 0.01099
Average Values: 0.1927 0.2954 0.28652
Average Function Value of Generation= 0.28652
Maximum Function Value = 0.99948
Number of Crossovers = 77
Elitist Reproduction on Individual 5
################# Generation 97 #################
# Binary Code Param1 Param2 Fitness
1 000110010001001000100010101000 0.0979 0.0676 0.45717
2 000110010011001000111101110000 0.0984 0.1206 0.03357
3 000100010011001000100010100000 0.0672 0.0674 0.99967
4 100100010001001110110010101010 0.5667 0.8490 0.00000
5 000100010001000000100010101000 0.0667 0.0676 0.99948
Average Values: 0.1794 0.2344 0.49798
Average Function Value of Generation= 0.49798
Maximum Function Value = 0.99967
Number of Crossovers = 67
Elitist Reproduction on Individual 1
################# Generation 98 #################
# Binary Code Param1 Param2 Fitness
1 000100010011001000100010100000 0.0672 0.0674 0.99967
2 000100010011001000100010101000 0.0672 0.0676 0.99942
3 000100010011001000100010101000 0.0672 0.0676 0.99942
4 000110010001000000111100111000 0.0979 0.1189 0.04160
5 000100010011001000100010101000 0.0672 0.0676 0.99942
Average Values: 0.0733 0.0778 0.80791
Average Function Value of Generation= 0.80791
Maximum Function Value = 0.99967
Number of Crossovers = 72
%%%%%%% Restart micro-population at generation 98 ⌨️ 快捷键说明
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