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Average Function Value of Generation= 0.12011
Maximum Function Value = 0.57101
Number of Crossovers = 72
Elitist Reproduction on Individual 3
################# Generation 21 #################
# Binary Code Param1 Param2 Fitness
1 000010010010100010101000001100 0.0358 0.3285 0.00512
2 000011110010100110101000101100 0.0592 0.8295 0.05316
3 000101110010110000101000011100 0.0905 0.0790 0.57101
4 000001110010110000101010001100 0.0280 0.0824 0.23691
5 000111100010101010101100001100 0.1178 0.3363 0.00024
Average Values: 0.0663 0.3311 0.17329
Average Function Value of Generation= 0.17329
Maximum Function Value = 0.57101
Number of Crossovers = 73
Elitist Reproduction on Individual 4
################# Generation 22 #################
# Binary Code Param1 Param2 Fitness
1 000011110010100100101000011100 0.0592 0.5790 0.00051
2 000101110010110000101010011100 0.0905 0.0829 0.52352
3 000011110010100010101010001100 0.0592 0.3324 0.00522
4 000101110010110000101000011100 0.0905 0.0790 0.57101
5 000001110010100000101000111100 0.0280 0.0800 0.24931
Average Values: 0.0655 0.2306 0.26991
Average Function Value of Generation= 0.26991
Maximum Function Value = 0.57101
Number of Crossovers = 81
Elitist Reproduction on Individual 5
################# Generation 23 #################
# Binary Code Param1 Param2 Fitness
1 000101110010100000101000111100 0.0905 0.0800 0.56137
2 000101110010110000101010011100 0.0905 0.0829 0.52352
3 000111110010110000101010011100 0.1218 0.0829 0.05388
4 000001110010110000101000011100 0.0280 0.0790 0.25527
5 000101110010110000101000011100 0.0905 0.0790 0.57101
Average Values: 0.0843 0.0807 0.39301
Average Function Value of Generation= 0.39301
Maximum Function Value = 0.57101
Number of Crossovers = 68
%%%%%%% Restart micro-population at generation 23 %%%%%%%
################# Generation 24 #################
# Binary Code Param1 Param2 Fitness
1 000101110010110000101000011100 0.0905 0.0790 0.57101
2 110001010010000110010100101000 0.7700 0.7903 0.00000
3 000101100000000111000001011101 0.0859 0.8779 0.02459
4 010111111101010111111001001111 0.3743 0.9868 0.00000
5 011000100110001000001110000111 0.3843 0.0276 0.00043
Average Values: 0.3410 0.5523 0.11921
Average Function Value of Generation= 0.11921
Maximum Function Value = 0.57101
Number of Crossovers = 73
Elitist Reproduction on Individual 3
################# Generation 25 #################
# Binary Code Param1 Param2 Fitness
1 010101100000001001001011001111 0.3360 0.1469 0.00000
2 001100100010010000101110001100 0.1959 0.0902 0.00705
3 000101110010110000101000011100 0.0905 0.0790 0.57101
4 011101100000001010001001010101 0.4610 0.2682 0.41717
5 000101110010110011101001011100 0.0905 0.4559 0.32995
Average Values: 0.2348 0.2081 0.26504
Average Function Value of Generation= 0.26504
Maximum Function Value = 0.57101
Number of Crossovers = 63
Elitist Reproduction on Individual 2
################# Generation 26 #################
# Binary Code Param1 Param2 Fitness
1 000101110010001010001000011100 0.0904 0.2665 0.53676
2 000101110010110000101000011100 0.0905 0.0790 0.57101
3 011101110010001000101000010100 0.4654 0.0787 0.43583
4 000101110010110000101010001100 0.0905 0.0824 0.52995
5 011101100010100011001001011101 0.4616 0.3935 0.00485
Average Values: 0.2397 0.1800 0.41568
Average Function Value of Generation= 0.41568
Maximum Function Value = 0.57101
Number of Crossovers = 79
################# Generation 27 #################
# Binary Code Param1 Param2 Fitness
1 000101110010101010101000011100 0.0905 0.3290 0.00659
2 000101110010011000101010001100 0.0904 0.0824 0.53182
3 000101110010110000101000011100 0.0905 0.0790 0.57101
4 000101110010010000101000011100 0.0904 0.0790 0.57370
5 000101110010110000101000011100 0.0905 0.0790 0.57101
Average Values: 0.0905 0.1297 0.45083
Average Function Value of Generation= 0.45083
Maximum Function Value = 0.57370
Number of Crossovers = 73
%%%%%%% Restart micro-population at generation 27 %%%%%%%
################# Generation 28 #################
# Binary Code Param1 Param2 Fitness
1 000101110010010000101000011100 0.0904 0.0790 0.57370
2 110101000010001011011100100001 0.8287 0.4307 0.01616
3 111111110100101000111101001110 0.9973 0.1196 0.00023
4 110011000101000101010101111011 0.7981 0.6678 0.00150
5 010011000110110101100011101110 0.2985 0.6948 0.01379
Average Values: 0.6026 0.3984 0.12107
Average Function Value of Generation= 0.12107
Maximum Function Value = 0.57370
Number of Crossovers = 65
Elitist Reproduction on Individual 4
################# Generation 29 #################
# Binary Code Param1 Param2 Fitness
1 110101000101000100101001111011 0.8294 0.5819 0.00006
2 110101110010011000011000111100 0.8404 0.0487 0.05285
3 010101110110110000101000101110 0.3415 0.0795 0.00053
4 000101110010010000101000011100 0.0904 0.0790 0.57370
5 110111000010101101101011101101 0.8600 0.7104 0.00065
Average Values: 0.5924 0.2999 0.12556
Average Function Value of Generation= 0.12556
Maximum Function Value = 0.57370
Number of Crossovers = 72
Elitist Reproduction on Individual 2
################# Generation 30 #################
# Binary Code Param1 Param2 Fitness
1 000101100010010001101001111100 0.0865 0.2069 0.03992
2 000101110010010000101000011100 0.0904 0.0790 0.57370
3 100101110010010000001000111100 0.5904 0.0175 0.00064
4 110101110010001000111001111101 0.8404 0.1132 0.01082
5 100101110010011000101000011100 0.5904 0.0790 0.00479
Average Values: 0.4396 0.0991 0.12597
Average Function Value of Generation= 0.12597
Maximum Function Value = 0.57370
Number of Crossovers = 80
Elitist Reproduction on Individual 5
################# Generation 31 #################
# Binary Code Param1 Param2 Fitness
1 000101110010010001101001011100 0.0904 0.2059 0.03095
2 100101110010001001101001111100 0.5904 0.2069 0.00029
3 010101110010010000111000111101 0.3404 0.1112 0.00015
4 100101100010010000101001011100 0.5865 0.0809 0.00235
5 000101110010010000101000011100 0.0904 0.0790 0.57370
Average Values: 0.3396 0.1368 0.12149
Average Function Value of Generation= 0.12149
Maximum Function Value = 0.57370
Number of Crossovers = 75
################# Generation 32 #################
# Binary Code Param1 Param2 Fitness
1 000101110010010000101000011100 0.0904 0.0790 0.57370
2 000101100010010000101000011100 0.0865 0.0790 0.65745
3 000101110010010000101001011100 0.0904 0.0809 0.55103
4 100101100010010000101000011100 0.5865 0.0790 0.00245
5 000101110010010001101001011100 0.0904 0.2059 0.03095
Average Values: 0.1888 0.1048 0.36312
Average Function Value of Generation= 0.36312
Maximum Function Value = 0.65745
Number of Crossovers = 66
################# Generation 33 #################
# Binary Code Param1 Param2 Fitness
1 000101110010010001101000011100 0.0904 0.2040 0.02414
2 000101100010010000101000011100 0.0865 0.0790 0.65745
3 000101110010010001101000011100 0.0904 0.2040 0.02414
4 000101110010010000101000011100 0.0904 0.0790 0.57370
5 000101110010010000101000011100 0.0904 0.0790 0.57370
Average Values: 0.0896 0.1290 0.37062
Average Function Value of Generation= 0.37062
Maximum Function Value = 0.65745
Number of Crossovers = 63
Elitist Reproduction on Individual 5
%%%%%%% Restart micro-population at generation 33 %%%%%%%
################# Generation 34 #################
# Binary Code Param1 Param2 Fitness
1 000101100010010000101000011100 0.0865 0.0790 0.65745
2 001110111001101110111010100110 0.2328 0.8645 0.02375
3 111000000101101010101110000110 0.8764 0.3400 0.00003
4 001000001100010111100100100101 0.1280 0.9465 0.00000
5 001001110101001010010110011010 0.1536 0.2938 0.00001
Average Values: 0.2955 0.5047 0.13625
Average Function Value of Generation= 0.13625
Maximum Function Value = 0.65745
Number of Crossovers = 69
Elitist Reproduction on Individual 1
################# Generation 35 #################
# Binary Code Param1 Param2 Fitness
1 000101100010010000101000011100 0.0865 0.0790 0.65745
2 001101110010001000011110011110 0.2154 0.0595 0.12518
3 001101111101001010010010100110 0.2181 0.2863 0.08669
4 001001100111011010110110011100 0.1502 0.3563 0.00000
5 001001100001000000111110011010 0.1487 0.1219 0.00002
Average Values: 0.1638 0.1806 0.17387
Average Function Value of Generation= 0.17387
Maximum Function Value = 0.65745
Number of Crossovers = 83
Elitist Reproduction on Individual 5
################# Generation 36 #################
# Binary Code Param1 Param2 Fitness
1 001101110001001000011110011010 0.2151 0.0594 0.12226
2 000101111101000000111010000110 0.0930 0.1135 0.08931
3 000101110010001000001110011100 0.0904 0.0282 0.18690
4 001101110010001000001110011110 0.2154 0.0283 0.03801
5 000101100010010000101000011100 0.0865 0.0790 0.65745
Average Values: 0.1401 0.0617 0.21879
Average Function Value of Generation= 0.21879
Maximum Function Value = 0.65745
Number of Crossovers = 86
Elitist Reproduction on Individual 3
################# Generation 37 #################
# Binary Code Param1 Param2 Fitness
1 000101101111010000111010010110 0.0897 0.1140 0.09775
2 000101100001000000101000011110 0.0862 0.0790 0.66297
3 000101100010010000101000011100 0.0865 0.0790 0.65745
4 000101110010010000101000011100 0.0904 0.0790 0.57370
5 000101101111010000111010010110 0.0897 0.1140 0.09775
Average Values: 0.0885 0.0930 0.41793
Average Function Value of Generation= 0.41793
Maximum Function Value = 0.66297
Number of Crossovers = 75
################# Generation 38 #################
# Binary Code Param1 Param2 Fitness
1 000101100001000000101000011110 0.0862 0.0790 0.66297
2 000101100111010000111010010110 0.0877 0.1140 0.10473
3 000101100011010000101000011110 0.0867 0.0790 0.65162
4 000101100010010000101000011110 0.0865 0.0790 0.65668
5 000101100010000000101000011100 0.0864 0.0790 0.65871
Average Values: 0.0867 0.0860 0.54695
Average Function Value of Generation= 0.54695
Maximum Function Value = 0.66297
Number of Crossovers = 70
################# Generation 39 #################
# Binary Code Param1 Param2 Fitness
1 000101100011000000101000011100 0.0867 0.0790 0.65365
2 000101100000010000101000011110 0.0860 0.0790 0.66672
3 000101100001000000101000011110 0.0862 0.0790 0.66297
4 000101100001010000101000011110 0.0862 0.0790 0.66172
5 000101100010000000101000011110 0.0864 0.0790 0.65795
Average Values: 0.0863 0.0790 0.66060
Average Function Value of Generation= 0.66060
Maximum Function Value = 0.66672
Number of Crossovers = 58
################# Generation 40 #################
# Binary Code Param1 Param2 Fitness
1 000101100001000000101000011110 0.0862 0.0790 0.66297
2 000101100001000000101000011110 0.0862 0.0790 0.66297
3 000101100001010000101000011110 0.0862 0.0790 0.66172
4 000101100000000000101000011110 0.0859 0.0790 0.66797
5 000101100000010000101000011110 0.0860 0.0790 0.66672
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