📄 sgareport.txt
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Simple Genetic Algorithm - SGA
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SGA Parameters:
Population Size(nPopSize) = 50
Chromosome Length(nChromLen) = 22
Maximum of Generation(nMaxGen) = 50
Crossover Probability(fPc) = 0.500000
Mutation Probability(fPm) = 0.030000
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Initial Population Max Fitness = 2.614623
Initial Population Average Fitness = 1.082091
Initial Population Min Fitness = -0.428543
Initial Population Sum Fitness = 54.104549
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Population Report
Generation: 0
Indiv Parents xsite x Fitness String
000>: (000,000) 00 0.2901 1.2691 0110111000010110110100
001>: (000,000) 00 1.6990 -0.4285 1110011001010000000111
002>: (000,000) 00 -0.2407 1.3614 0100000011001100000010
003>: (000,000) 00 -0.5538 0.8243 0010011000010100001111
004>: (000,000) 00 1.4116 2.6113 1100110111001011001000
005>: (000,000) 00 1.9345 2.1205 1111101001101010000101
006>: (000,000) 00 1.7826 -0.3219 1110110101110011111001
007>: (000,000) 00 1.0694 0.1787 1011000010010111101001
008>: (000,000) 00 -0.5209 0.7421 0010100011100001011111
009>: (000,000) 00 0.0484 1.2225 0101100101110101110110
010>: (000,000) 00 -0.1020 1.2869 0100110010100001111010
011>: (000,000) 00 0.9613 1.0203 1010011101011100110010
012>: (000,000) 00 -0.3655 1.0203 0011011000100011110010
013>: (000,000) 00 -0.2567 1.3395 0011111101101100110101
014>: (000,000) 00 1.6857 -0.3380 1110010100101101111101
015>: (000,000) 00 0.2299 1.3716 0110100011110011100111
016>: (000,000) 00 1.2188 0.7493 1011110101010101100100
017>: (000,000) 00 0.3860 0.9460 0111011001000101001111
018>: (000,000) 00 0.2764 1.3018 0110110011101100000010
019>: (000,000) 00 1.8420 0.4323 1111001010000011100111
020>: (000,000) 00 0.2580 1.3374 0110101101011001101110
021>: (000,000) 00 1.0883 0.1187 1011001000110010110010
022>: (000,000) 00 -0.6918 1.6105 0001101001001011110010
023>: (000,000) 00 0.5284 0.7556 1000001001101100110110
024>: (000,000) 00 1.8101 -0.0314 1110111111001100011001
025>: (000,000) 00 -0.3105 1.2113 0011101011010110001111
026>: (000,000) 00 0.6631 1.4258 1000110111101010010000
027>: (000,000) 00 1.9584 2.5127 1111110001110011011111
028>: (000,000) 00 1.9532 2.4322 1111110000000010001001
029>: (000,000) 00 -0.5021 0.7216 0010101001111101100000
030>: (000,000) 00 -0.5155 0.7342 0010100101011000010101
031>: (000,000) 00 1.5730 1.1657 1101101110001111100101
032>: (000,000) 00 0.6335 1.2328 1000101101100100011010
033>: (000,000) 00 1.2746 1.4280 1100001000011001110100
034>: (000,000) 00 -0.9489 1.1396 0000010001011101010101
035>: (000,000) 00 1.5472 1.5618 1101100101011100010011
036>: (000,000) 00 1.1968 0.5263 1011101101110110110011
037>: (000,000) 00 0.9393 1.2301 1010010101111100001000
038>: (000,000) 00 -0.9099 1.4913 0000011110110000100010
039>: (000,000) 00 0.2220 1.3768 0110100001000111101110
040>: (000,000) 00 1.1835 0.4095 1011101001010011000011
041>: (000,000) 00 -0.3704 1.0026 0011010110111010101010
042>: (000,000) 00 -0.7968 1.9916 0001000101010111101100
043>: (000,000) 00 0.7340 1.8391 1001001111110111011000
044>: (000,000) 00 1.5719 1.1822 1101101101111000101000
045>: (000,000) 00 0.5098 0.7277 1000000011010110100111
046>: (000,000) 00 1.8541 0.6366 1111001110001100010001
047>: (000,000) 00 1.6183 0.4592 1101111101101110100011
048>: (000,000) 00 1.4268 2.6146 1100111100010101110100
049>: (000,000) 00 1.6122 0.5512 1101111011101000101110
________________________________________________________________________________
Result:
Generation Calculated(nGen) = 0
Max Fitness = 2.614623
Chromosome Value with Max Fitness = (48, 1.426780)
Average Fitness = 1.082091
Min Fitness = -0.428543
Chromosome Value with Min Fitness = ( 1, 1.698980)
Crossover Num = 0
Mutate Num = 0
________________________________________________________________________________
Population Report
Generation: 1
Indiv Parents xsite x Fitness String
000>: (035,004) 08 1.5523 1.4860 1101100111001011001000
001>: (035,004) 08 1.4066 2.6030 1100110101011100010011
002>: (022,046) 22 0.6675 1.4551 1000111001001011110010
003>: (022,046) 22 1.8541 0.6366 1111001110001100010001
004>: (038,044) 22 -0.9099 1.4913 0000011110110000100010
005>: (038,044) 22 1.5719 1.1822 1101101101111000101000
006>: (025,011) 15 -0.3107 1.2109 0011101011010010110010
007>: (025,011) 15 0.5833 0.9463 1000011100011100001111
008>: (005,012) 03 1.8844 1.1888 1111011000100001110010
009>: (005,012) 03 -0.3037 1.2316 0011101101101010000101
010>: (046,048) 22 1.8541 0.6365 1111001110001100010000
011>: (046,048) 22 1.4297 2.6115 1100111101010101100100
012>: (041,042) 10 1.1280 0.1174 1011010110010111101100
013>: (041,042) 10 -0.7966 1.9916 0001000101011010101010
014>: (031,033) 22 1.5730 1.1657 1101101110001111100101
015>: (031,033) 22 1.2746 1.4280 1100001000011001110100
016>: (022,048) 22 -0.6918 1.6105 0001101001001011110010
017>: (022,048) 22 1.4268 2.6146 1100111100010101110100
018>: (010,032) 05 -0.1165 1.3070 0100101101100100101010
019>: (010,032) 05 0.6480 1.3270 1000110010100001111010
020>: (004,010) 06 1.3988 2.5831 1100110010110001101010
021>: (004,010) 06 -0.0887 1.2688 0100110111000011001000
022>: (042,004) 10 -0.7973 1.9917 0001000101001011001000
023>: (042,004) 10 1.4122 2.6121 1100110111010111101100
024>: (000,048) 14 0.2901 1.2692 0110111000010101110100
025>: (000,048) 14 0.6768 1.5156 1000111100010110110100
026>: (035,016) 05 1.5938 0.8372 1101110101010101100100
027>: (035,016) 05 1.1605 0.2483 1011100001011100010011
028>: (039,048) 22 0.2220 1.3768 0110100001000111101110
029>: (039,048) 22 1.4268 2.6146 1100111100010101010100
030>: (028,020) 10 1.9543 2.4492 1111110000011001101111
031>: (028,020) 10 -0.1122 1.3011 0100101111000010001001
032>: (019,005) 22 1.8420 0.4323 1111001010000011100111
033>: (019,005) 22 0.4345 0.7944 0111101001101010000101
034>: (027,005) 22 1.9584 2.5127 1111110001110011011111
035>: (027,005) 22 1.9346 2.1213 1111101001101011000101
036>: (002,013) 01 1.2432 1.0339 1011111101101100010101
037>: (002,013) 01 -0.2172 1.3791 0100001011001100000010
038>: (004,012) 20 1.4116 2.6113 1100110111001011001010
039>: (004,012) 20 -0.3656 1.0203 0011011000100011110000
040>: (000,033) 19 -0.0849 1.2637 0100111000010110110100
041>: (000,033) 19 1.2746 1.4280 1100001000011001110100
042>: (005,020) 19 1.9345 2.1205 1111101001101010000110
043>: (005,020) 19 0.2580 1.3374 0110101101011001101101
044>: (005,000) 22 1.9345 2.1205 1111101001101010000101
045>: (005,000) 22 0.2960 1.2535 0110111010010110111100
046>: (027,044) 22 1.9584 2.5127 1111110001110011011111
047>: (027,044) 22 1.5708 1.1995 1101101101100000101000
048>: (033,026) 22 1.2746 1.4280 1100001000011001110100
049>: (033,026) 22 0.6631 1.4258 1000110111101010010000
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Result:
Generation Calculated(nGen) = 1
Max Fitness = 2.614643
Chromosome Value with Max Fitness = (29, 1.426757)
Average Fitness = 1.526078
Min Fitness = 0.117403
Chromosome Value with Min Fitness = (12, 1.128038)
Crossover Num = 14
Mutate Num = 34
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Population Report
Generation: 2
Indiv Parents xsite x Fitness String
000>: (021,033) 22 -0.0887 1.2688 0100110111000011001000
001>: (021,033) 22 0.4345 0.7944 0111101001101010001101
002>: (004,038) 06 -0.9321 1.2965 0000010111001011001000
003>: (004,038) 06 1.4339 2.6049 1100111110110000100110
004>: (040,035) 22 -0.0790 1.2562 0100111010010110110100
005>: (040,035) 22 1.9346 2.1213 1111101001101011000101
006>: (048,017) 07 1.2862 1.5742 1100001100010101110100
007>: (048,017) 07 1.4152 2.6151 1100111000011001110100
008>: (028,034) 17 0.4095 0.8660 0111100001000111111111
009>: (028,034) 17 1.9584 2.5125 1111110001110011001110
010>: (032,025) 02 1.4283 2.6131 1100111100110110110100
011>: (032,025) 02 1.0920 0.1112 1011001010000011100111
012>: (000,006) 22 1.5523 1.4860 1101100111001011001000
013>: (000,006) 22 -0.3107 1.2109 0011101011010010110010
014>: (048,047) 02 1.5709 1.1980 1101101101100010101000
015>: (048,047) 02 1.2746 1.4280 1100001000011001110100
016>: (043,030) 07 0.2434 1.3583 0110101000011001100111
017>: (043,030) 07 1.9690 2.6661 1111110101011001101101
018>: (042,022) 22 1.9346 2.1209 1111101001101010100110
019>: (042,022) 22 -0.7973 1.9917 0001000101001011001000
020>: (011,000) 04 0.5034 0.7224 1000000001001011001000
021>: (011,000) 04 1.6055 0.6543 1101111001010101100100
022>: (025,044) 22 0.6768 1.5156 1000111100010110110100
023>: (025,044) 22 1.9346 2.1211 1111101001101010110101
024>: (016,029) 17 -0.6918 1.6105 0001101001001011110100
025>: (016,029) 17 1.4268 2.6146 1100111100010101010010
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