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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 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⌨️ 快捷键说明
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