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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 %%%%%%%################# Generation 99 ################# # Binary Code Param1 Param2 Fitness 1 000100010011001000100010100000 0.0672 0.0674 0.99967 2 110000000000011100101001101100 0.7501 0.5814 0.00000 3 111100010011111100110011011001 0.9424 0.6004 0.00000 4 010110000000011011001100001001 0.3439 0.3987 0.00001 5 100101101001110100000110000011 0.5883 0.5118 0.00014 Average Values: 0.5384 0.4320 0.19996 Average Function Value of Generation= 0.19996 Maximum Function Value = 0.99967 Number of Crossovers = 81 Elitist Reproduction on Individual 1################# Generation 100 ################# # Binary Code Param1 Param2 Fitness 1 000100010011001000100010100000 0.0672 0.0674 0.99967 2 010110000011001001100100101000 0.3445 0.1965 0.00000 3 000100111001101100100110000000 0.0766 0.5742 0.00012 4 010110000011011011101000101001 0.3446 0.4544 0.00011 5 010110010011011000101010100001 0.3485 0.0830 0.00004 Average Values: 0.2363 0.2751 0.19999 Average Function Value of Generation= 0.19999 Maximum Function Value = 0.99967 Number of Crossovers = 74 Elitist Reproduction on Individual 5################# Generation 101 ################# # Binary Code Param1 Param2 Fitness 1 010100010011001011101010101001 0.3172 0.4583 0.02828 2 010100010011011001101010101000 0.3172 0.2083 0.00346 3 010100000011011000100010101000 0.3133 0.0676 0.08362 4 000110111011011100101110100001 0.1082 0.5909 0.00136 5 000100010011001000100010100000 0.0672 0.0674 0.99967 Average Values: 0.2246 0.2785 0.22328 ⌨️ 快捷键说明
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