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Average Values: 0.0861 0.0790 0.66447
Average Function Value of Generation= 0.66447
Maximum Function Value = 0.66797
Number of Crossovers = 76
%%%%%%% Restart micro-population at generation 40 %%%%%%%
################# Generation 41 #################
# Binary Code Param1 Param2 Fitness
1 000101100000000000101000011110 0.0859 0.0790 0.66797
2 100010101111011111000110101100 0.5428 0.8881 0.00000
3 000110101110110100010001000001 0.1052 0.5332 0.00030
4 111011110101110111110000010110 0.9350 0.9695 0.00000
5 011110001100001101101010110111 0.4717 0.7087 0.00561
Average Values: 0.4281 0.6357 0.13478
Average Function Value of Generation= 0.13478
Maximum Function Value = 0.66797
Number of Crossovers = 69
Elitist Reproduction on Individual 4
################# Generation 42 #################
# Binary Code Param1 Param2 Fitness
1 100101100111001011100110001110 0.5877 0.4497 0.00169
2 000110101000000000101000011111 0.1035 0.0791 0.29375
3 101010001100001111101010111110 0.6592 0.9590 0.00000
4 000101100000000000101000011110 0.0859 0.0790 0.66797
5 100010100110011001000000111100 0.5406 0.1268 0.00000
Average Values: 0.3954 0.3387 0.19268
Average Function Value of Generation= 0.19268
Maximum Function Value = 0.66797
Number of Crossovers = 77
Elitist Reproduction on Individual 3
################# Generation 43 #################
# Binary Code Param1 Param2 Fitness
1 000101100010000001101010001110 0.0864 0.2075 0.04268
2 000101100111001010100100011110 0.0877 0.3212 0.02359
3 000101100000000000101000011110 0.0859 0.0790 0.66797
4 000101100100000011100000001110 0.0869 0.4379 0.28284
5 100100100011001010101010011110 0.5711 0.3330 0.00000
Average Values: 0.1836 0.2757 0.20342
Average Function Value of Generation= 0.20342
Maximum Function Value = 0.66797
Number of Crossovers = 79
Elitist Reproduction on Individual 1
################# Generation 44 #################
# Binary Code Param1 Param2 Fitness
1 000101100000000000101000011110 0.0859 0.0790 0.66797
2 000101100110000001101000001110 0.0874 0.2036 0.02538
3 000101100110000010100000011110 0.0874 0.3134 0.05935
4 000101100100000011101010001110 0.0869 0.4575 0.37484
5 000101100000000011101000001110 0.0859 0.4536 0.38353
Average Values: 0.0867 0.3014 0.30221
Average Function Value of Generation= 0.30221
Maximum Function Value = 0.66797
Number of Crossovers = 82
################# Generation 45 #################
# Binary Code Param1 Param2 Fitness
1 000101100000000000101000011110 0.0859 0.0790 0.66797
2 000101100000000001101010001110 0.0859 0.2075 0.04333
3 000101100000000000101000001110 0.0859 0.0786 0.67412
4 000101100000000011101010001110 0.0859 0.4575 0.38651
5 000101100000000011101000001110 0.0859 0.4536 0.38353
Average Values: 0.0859 0.2552 0.43109
Average Function Value of Generation= 0.43109
Maximum Function Value = 0.67412
Number of Crossovers = 68
%%%%%%% Restart micro-population at generation 45 %%%%%%%
################# Generation 46 #################
# Binary Code Param1 Param2 Fitness
1 000101100000000000101000001110 0.0859 0.0786 0.67412
2 001000011100010101000111111011 0.1319 0.6405 0.00328
3 111000011110010100000110100001 0.8824 0.5127 0.00082
4 100111000111010111101100011000 0.6112 0.9617 0.00000
5 001001001110001101101011101000 0.1441 0.7102 0.00001
Average Values: 0.3711 0.5807 0.13565
Average Function Value of Generation= 0.13565
Maximum Function Value = 0.67412
Number of Crossovers = 81
Elitist Reproduction on Individual 1
################# Generation 47 #################
# Binary Code Param1 Param2 Fitness
1 000101100000000000101000001110 0.0859 0.0786 0.67412
2 000100010000000101000001001010 0.0664 0.6273 0.13848
3 110101111110000000000000001000 0.8433 0.0002 0.00087
4 001101001100000001000101111011 0.2061 0.1366 0.00034
5 111000011100010100000110101011 0.8819 0.5130 0.00082
Average Values: 0.4167 0.2711 0.16292
Average Function Value of Generation= 0.16292
Maximum Function Value = 0.67412
Number of Crossovers = 66
Elitist Reproduction on Individual 1
################# Generation 48 #################
# Binary Code Param1 Param2 Fitness
1 000101100000000000101000001110 0.0859 0.0786 0.67412
2 000100010000000101000000101011 0.0664 0.6263 0.13309
3 000100000000000000001000001010 0.0625 0.0159 0.10110
4 010101111000000000000001001010 0.3418 0.0023 0.00001
5 000101110000000101101000001010 0.0898 0.7035 0.01507
Average Values: 0.1293 0.2853 0.18468
Average Function Value of Generation= 0.18468
Maximum Function Value = 0.67412
Number of Crossovers = 70
Elitist Reproduction on Individual 4
################# Generation 49 #################
# Binary Code Param1 Param2 Fitness
1 000100110000000101100000101010 0.0742 0.6888 0.07124
2 000100000000000100001000001010 0.0625 0.5159 0.02154
3 000100100000000000001000001110 0.0703 0.0161 0.10290
4 000101100000000000101000001110 0.0859 0.0786 0.67412
5 000101010000000101101000101110 0.0820 0.7046 0.01712
Average Values: 0.0750 0.4008 0.17738
Average Function Value of Generation= 0.17738
Maximum Function Value = 0.67412
Number of Crossovers = 68
Elitist Reproduction on Individual 3
################# Generation 50 #################
# Binary Code Param1 Param2 Fitness
1 000101110000000000100000101010 0.0898 0.0638 0.65246
2 000100100000000000100000101010 0.0703 0.0638 0.98354
3 000101100000000000101000001110 0.0859 0.0786 0.67412
4 000100110000000000100000101110 0.0742 0.0639 0.95216
5 000101100000000000001000001110 0.0859 0.0161 0.07793
Average Values: 0.0813 0.0572 0.66804
Average Function Value of Generation= 0.66804
Maximum Function Value = 0.98354
Number of Crossovers = 66
Elitist Reproduction on Individual 1
################# Generation 51 #################
# Binary Code Param1 Param2 Fitness
1 000100100000000000100000101010 0.0703 0.0638 0.98354
2 000101100000000000100000101110 0.0859 0.0639 0.74534
3 000101110000000000100000101010 0.0898 0.0638 0.65246
4 000101100000000000100000101010 0.0859 0.0638 0.74492
5 000101100000000000100000001010 0.0859 0.0628 0.74094
Average Values: 0.0836 0.0636 0.77344
Average Function Value of Generation= 0.77344
Maximum Function Value = 0.98354
Number of Crossovers = 70
Elitist Reproduction on Individual 1
%%%%%%% Restart micro-population at generation 51 %%%%%%%
################# Generation 52 #################
# Binary Code Param1 Param2 Fitness
1 000100100000000000100000101010 0.0703 0.0638 0.98354
2 110010110001000010111011100000 0.7932 0.3662 0.00000
3 101110000000011011110100011001 0.7189 0.4773 0.00118
4 100010101011011011000100001101 0.5419 0.3832 0.00000
5 011001001100111001101001011010 0.3938 0.2059 0.00048
Average Values: 0.5036 0.2993 0.19704
Average Function Value of Generation= 0.19704
Maximum Function Value = 0.98354
Number of Crossovers = 78
Elitist Reproduction on Individual 2
################# Generation 53 #################
# Binary Code Param1 Param2 Fitness
1 001110100000010011110100001011 0.2266 0.4769 0.11450
2 000100100000000000100000101010 0.0703 0.0638 0.98354
3 011000100000110000100000001010 0.3830 0.0628 0.00110
4 001100000000000001100100111000 0.1875 0.1970 0.00002
5 000000101000011010000000001000 0.0099 0.2503 0.03934
Average Values: 0.1755 0.2102 0.22770
Average Function Value of Generation= 0.22770
Maximum Function Value = 0.98354
Number of Crossovers = 83
Elitist Reproduction on Individual 2
################# Generation 54 #################
# Binary Code Param1 Param2 Fitness
1 001010101000010011110100001000 0.1661 0.4768 0.00000
2 000100100000000000100000101010 0.0703 0.0638 0.98354
3 001110100000000001100000101010 0.2266 0.1888 0.00078
4 000000100000010000000000101000 0.0079 0.0012 0.00059
5 000110100000000010110100101011 0.1016 0.3529 0.00000
Average Values: 0.1145 0.2167 0.19698
Average Function Value of Generation= 0.19698
Maximum Function Value = 0.98354
Number of Crossovers = 78
Elitist Reproduction on Individual 3
################# Generation 55 #################
# Binary Code Param1 Param2 Fitness
1 000110100000000011110000101010 0.1016 0.4700 0.16761
2 000110100000000010100100101010 0.1016 0.3216 0.01180
3 000100100000000000100000101010 0.0703 0.0638 0.98354
4 001000100000010000000000101010 0.1329 0.0013 0.00020
5 000100100000000000110100101011 0.0703 0.1029 0.34068
Average Values: 0.0953 0.1919 0.30077
Average Function Value of Generation= 0.30077
Maximum Function Value = 0.98354
Number of Crossovers = 80
Elitist Reproduction on Individual 4
################# Generation 56 #################
# Binary Code Param1 Param2 Fitness
1 000110100000000011100000101010 0.1016 0.4388 0.14865
2 000110100000000000100000101010 0.1016 0.0638 0.37014
3 000110100000000001110000101010 0.1016 0.2200 0.07195
4 000100100000000000100000101010 0.0703 0.0638 0.98354
5 000110100000000001100000101010 0.1016 0.1888 0.00095
Average Values: 0.0953 0.1950 0.31505
Average Function Value of Generation= 0.31505
Maximum Function Value = 0.98354
Number of Crossovers = 70
################# Generation 57 #################
# Binary Code Param1 Param2 Fitness
1 000110100000000000100000101010 0.1016 0.0638 0.37014
2 000110100000000011100000101010 0.1016 0.4388 0.14865
3 000100100000000001100000101010 0.0703 0.1888 0.00254
4 000110100000000000100000101010 0.1016 0.0638 0.37014
5 000100100000000000100000101010 0.0703 0.0638 0.98354
Average Values: 0.0891 0.1638 0.37500
Average Function Value of Generation= 0.37500
Maximum Function Value = 0.98354
Number of Crossovers = 75
%%%%%%% Restart micro-population at generation 57 %%%%%%%
################# Generation 58 #################
# Binary Code Param1 Param2 Fitness
1 000100100000000000100000101010 0.0703 0.0638 0.98354
2 111111111000101011110110110010 0.9982 0.4820 0.00091
3 111110000101100111110101101110 0.9701 0.9799 0.00000
4 011000000110101010111101101110 0.3766 0.3706 0.00000
5 000011111100101110100011001000 0.0617 0.8186 0.03601
Average Values: 0.4954 0.5430 0.20409
Average Function Value of Generation= 0.20409
Maximum Function Value = 0.98354
Number of Crossovers = 62
Elitist Reproduction on Individual 1
################# Generation 59 #################
# Binary Code Param1 Param2 Fitness
1 000100100000000000100000101010 0.0703 0.0638 0.98354
2 000011101100101000100001101000 0.0578 0.0657 0.93723
3 000010100100100100100011101010 0.0402 0.5697 0.00001
4 000110100101100101110101101110 0.1029 0.7299 0.00012
5 111110100000100010100100100010 0.9767 0.3214 0.00001
Average Values: 0.2496 0.3501 0.38418
Average Function Value of Generation= 0.38418
Maximum Function Value = 0.98354
Number of Crossovers = 71
Elitist Reproduction on Individual 4
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