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################# Generation 60 #################
# Binary Code Param1 Param2 Fitness
1 000010100100100100100011101010 0.0402 0.5697 0.00001
2 000110100100100100100010101010 0.1027 0.5677 0.00000
3 000100100000100001100000101010 0.0704 0.1888 0.00253
4 000100100000000000100000101010 0.0703 0.0638 0.98354
5 000010101100100000100011101000 0.0421 0.0696 0.61152
Average Values: 0.0651 0.2919 0.31952
Average Function Value of Generation= 0.31952
Maximum Function Value = 0.98354
Number of Crossovers = 79
Elitist Reproduction on Individual 2
################# Generation 61 #################
# Binary Code Param1 Param2 Fitness
1 000100101100100001100010101010 0.0734 0.1927 0.00580
2 000100100000000000100000101010 0.0703 0.0638 0.98354
3 000010101100100000100011101010 0.0421 0.0696 0.61136
4 000100100100000000100010101010 0.0713 0.0677 0.98414
5 000100100000000001100000101010 0.0703 0.1888 0.00254
Average Values: 0.0655 0.1165 0.51748
Average Function Value of Generation= 0.51748
Maximum Function Value = 0.98414
Number of Crossovers = 71
################# Generation 62 #################
# Binary Code Param1 Param2 Fitness
1 000100100100100001100010101010 0.0714 0.1927 0.00590
2 000100100100000000100000101010 0.0713 0.0638 0.97764
3 000100100000000000100010101010 0.0703 0.0677 0.99008
4 000100100100000000100010101010 0.0713 0.0677 0.98414
5 000000101100100000100010101010 0.0109 0.0677 0.05831
Average Values: 0.0590 0.0919 0.60321
Average Function Value of Generation= 0.60321
Maximum Function Value = 0.99008
Number of Crossovers = 85
%%%%%%% Restart micro-population at generation 62 %%%%%%%
################# Generation 63 #################
# Binary Code Param1 Param2 Fitness
1 000100100000000000100010101010 0.0703 0.0677 0.99008
2 111011111101110111100000000100 0.9370 0.9377 0.00000
3 111011010011100010010011110101 0.9267 0.2887 0.00004
4 110110011100011100011100111101 0.8507 0.5566 0.00000
5 110101010001111100001001111010 0.8325 0.5194 0.00083
Average Values: 0.7234 0.4740 0.19819
Average Function Value of Generation= 0.19819
Maximum Function Value = 0.99008
Number of Crossovers = 77
Elitist Reproduction on Individual 5
################# Generation 64 #################
# Binary Code Param1 Param2 Fitness
1 100100010000101100101011111010 0.5666 0.5858 0.00000
2 011100000010000010010010100101 0.4380 0.2863 0.20530
3 000100010001001000001010111010 0.0667 0.0213 0.17015
4 110100110000100000000000111010 0.8244 0.0018 0.00076
5 000100100000000000100010101010 0.0703 0.0677 0.99008
Average Values: 0.3932 0.1926 0.27326
Average Function Value of Generation= 0.27326
Maximum Function Value = 0.99008
Number of Crossovers = 77
Elitist Reproduction on Individual 4
################# Generation 65 #################
# Binary Code Param1 Param2 Fitness
1 000100010000000000101010101010 0.0664 0.0833 0.80811
2 010100100000100000100010111010 0.3204 0.0682 0.03682
3 011100010001001010011010101010 0.4417 0.3021 0.09533
4 000100100000000000100010101010 0.0703 0.0677 0.99008
5 111100010000000010010010100101 0.9414 0.2863 0.00000
Average Values: 0.3681 0.1615 0.38607
Average Function Value of Generation= 0.38607
Maximum Function Value = 0.99008
Number of Crossovers = 77
Elitist Reproduction on Individual 3
################# Generation 66 #################
# Binary Code Param1 Param2 Fitness
1 001100100000000000000010101010 0.1953 0.0052 0.00027
2 010100100000100000100010111010 0.3204 0.0682 0.03682
3 000100100000000000100010101010 0.0703 0.0677 0.99008
4 000100010000000000100010101010 0.0664 0.0677 0.99929
5 000100010000000000100010101010 0.0664 0.0677 0.99929
Average Values: 0.1438 0.0553 0.60515
Average Function Value of Generation= 0.60515
Maximum Function Value = 0.99929
Number of Crossovers = 64
%%%%%%% Restart micro-population at generation 66 %%%%%%%
################# Generation 67 #################
# Binary Code Param1 Param2 Fitness
1 000100010000000000100010101010 0.0664 0.0677 0.99929
2 110010000100000000001001010000 0.7823 0.0181 0.00011
3 001111000000001011101111101001 0.2344 0.4681 0.21614
4 001001101100111101010000100101 0.1516 0.6574 0.00002
5 101010101010110011111110001100 0.6667 0.4965 0.02681
Average Values: 0.3803 0.3415 0.24847
Average Function Value of Generation= 0.24847
Maximum Function Value = 0.99929
Number of Crossovers = 59
Elitist Reproduction on Individual 4
################# Generation 68 #################
# Binary Code Param1 Param2 Fitness
1 100011000100001010001001001001 0.5479 0.2679 0.00000
2 000100000000001011100011101001 0.0625 0.4446 0.45230
3 001111000010111011101110001001 0.2351 0.4651 0.23296
4 000100010000000000100010101010 0.0664 0.0677 0.99929
5 101010100000010011110010101000 0.6641 0.4739 0.08201
Average Values: 0.3152 0.3438 0.35331
Average Function Value of Generation= 0.35331
Maximum Function Value = 0.99929
Number of Crossovers = 80
Elitist Reproduction on Individual 4
################# Generation 69 #################
# Binary Code Param1 Param2 Fitness
1 001100000010111011101010001001 0.1882 0.4573 0.00115
2 100110110000000001110010101000 0.6055 0.2239 0.00859
3 000000010000010000100010101010 0.0040 0.0677 0.02283
4 000100010000000000100010101010 0.0664 0.0677 0.99929
5 001110000000001001100110101001 0.2188 0.2005 0.00401
Average Values: 0.2166 0.2034 0.20718
Average Function Value of Generation= 0.20718
Maximum Function Value = 0.99929
Number of Crossovers = 67
################# Generation 70 #################
# Binary Code Param1 Param2 Fitness
1 100100010000010001110010101000 0.5665 0.2239 0.00000
2 000100010000000000100010101010 0.0664 0.0677 0.99929
3 000100110000000001110010101000 0.0742 0.2239 0.24466
4 000110110000000000110010101000 0.1055 0.0989 0.12604
5 001110000000000001100110101011 0.2188 0.2005 0.00404
Average Values: 0.2063 0.1630 0.27481
Average Function Value of Generation= 0.27481
Maximum Function Value = 0.99929
Number of Crossovers = 76
Elitist Reproduction on Individual 1
################# Generation 71 #################
# Binary Code Param1 Param2 Fitness
1 000100010000000000100010101010 0.0664 0.0677 0.99929
2 000100010000000001100110101011 0.0664 0.2005 0.02316
3 000100000000000000100010101011 0.0625 0.0677 0.98497
4 001100000000000001100110101001 0.1875 0.2005 0.00004
5 000100010000000001110010101010 0.0664 0.2239 0.25628
Average Values: 0.0898 0.1521 0.45275
Average Function Value of Generation= 0.45275
Maximum Function Value = 0.99929
Number of Crossovers = 71
################# Generation 72 #################
# Binary Code Param1 Param2 Fitness
1 000100010000000000100110101011 0.0664 0.0755 0.94273
2 000100010000000001100110101011 0.0664 0.2005 0.02316
3 000100010000000000100010101010 0.0664 0.0677 0.99929
4 000100000000000000100010101010 0.0625 0.0677 0.98501
5 000100010000000000110010101010 0.0664 0.0989 0.43330
Average Values: 0.0656 0.1021 0.67670
Average Function Value of Generation= 0.67670
Maximum Function Value = 0.99929
Number of Crossovers = 75
Elitist Reproduction on Individual 1
################# Generation 73 #################
# Binary Code Param1 Param2 Fitness
1 000100010000000000100010101010 0.0664 0.0677 0.99929
2 000100010000000000100110101011 0.0664 0.0755 0.94273
3 000100010000000000110010101010 0.0664 0.0989 0.43330
4 000100010000000000110010101010 0.0664 0.0989 0.43330
5 000100010000000000100110101011 0.0664 0.0755 0.94273
Average Values: 0.0664 0.0833 0.75027
Average Function Value of Generation= 0.75027
Maximum Function Value = 0.99929
Number of Crossovers = 80
Elitist Reproduction on Individual 5
################# Generation 74 #################
# Binary Code Param1 Param2 Fitness
1 000100010000000000100110101011 0.0664 0.0755 0.94273
2 000100010000000000100010101011 0.0664 0.0677 0.99925
3 000100010000000000100110101011 0.0664 0.0755 0.94273
4 000100010000000000100110101011 0.0664 0.0755 0.94273
5 000100010000000000100010101010 0.0664 0.0677 0.99929
Average Values: 0.0664 0.0724 0.96535
Average Function Value of Generation= 0.96535
Maximum Function Value = 0.99929
Number of Crossovers = 68
Elitist Reproduction on Individual 4
################# Generation 75 #################
# Binary Code Param1 Param2 Fitness
1 000100010000000000100110101011 0.0664 0.0755 0.94273
2 000100010000000000100110101011 0.0664 0.0755 0.94273
3 000100010000000000100110101011 0.0664 0.0755 0.94273
4 000100010000000000100010101010 0.0664 0.0677 0.99929
5 000100010000000000100010101011 0.0664 0.0677 0.99925
Average Values: 0.0664 0.0724 0.96535
Average Function Value of Generation= 0.96535
Maximum Function Value = 0.99929
Number of Crossovers = 72
Elitist Reproduction on Individual 3
%%%%%%% Restart micro-population at generation 75 %%%%%%%
################# Generation 76 #################
# Binary Code Param1 Param2 Fitness
1 000100010000000000100010101010 0.0664 0.0677 0.99929
2 101111110101111001000001000010 0.7476 0.1270 0.00000
3 011001110111111000011111001101 0.4043 0.0609 0.04075
4 110100001100110001001000010010 0.8156 0.1412 0.00008
5 110100001010100111011000011101 0.8151 0.9228 0.00001
Average Values: 0.5698 0.2639 0.20803
Average Function Value of Generation= 0.20803
Maximum Function Value = 0.99929
Number of Crossovers = 72
Elitist Reproduction on Individual 3
################# Generation 77 #################
# Binary Code Param1 Param2 Fitness
1 010100010000110001001010111010 0.3166 0.1463 0.00004
2 010000101010110011011111001101 0.2604 0.4360 0.30846
3 000100010000000000100010101010 0.0664 0.0677 0.99929
4 010000110111101000001111001101 0.2636 0.0297 0.27098
5 110100001000110000000010100010 0.8147 0.0049 0.00079
Average Values: 0.3443 0.1369 0.31591
Average Function Value of Generation= 0.31591
Maximum Function Value = 0.99929
Number of Crossovers = 83
Elitist Reproduction on Individual 2
################# Generation 78 #################
# Binary Code Param1 Param2 Fitness
1 010100101010110010101110101010 0.3229 0.3411 0.00002
2 000100010000000000100010101010 0.0664 0.0677 0.99929
3 000100000000000000010110101001 0.0625 0.0442 0.65745
4 000100010111100000101011101111 0.0682 0.0854 0.76094
5 110100001000010000100010101010 0.8145 0.0677 0.02958
Average Values: 0.2669 0.1212 0.48946
Average Function Value of Generation= 0.48946
Maximum Function Value = 0.99929
Number of Crossovers = 75
Elitist Reproduction on Individual 4
################# Generation 79 #################
# Binary Code Param1 Param2 Fitness
1 000100010000000000100110101010 0.0664 0.0755 0.94312
2 000100010001100000101011101010 0.0668 0.0853 0.76555
3 000100010011100000101010101110 0.0673 0.0834 0.80553
4 000100010000000000100010101010 0.0664 0.0677 0.99929
5 000100010011000000100010101010 0.0671 0.0677 0.99936
Average Values: 0.0668 0.0759 0.90257
Average Function Value of Generation= 0.90257
Maximum Function Value = 0.99936
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