📄 gareport.txt
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Genetic Algorithm - GA
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Parameters:
Population Size(nPopSize) = 50
Chromosome Length(nChromLen) = 22
Maximum of Generation(nMaxGen) = 100
Crossover Probability(fPc) = 0.250000
Mutation Probability(fPm) = 0.010000
________________________________________________________________________________
Initial Population Average Fitness = 0.469921
Initial Population Max Fitness = 0.989067
Initial Population Min Fitness = 0.000025
Initial Population Sum Fitness = 23.496075
________________________________________________________________________________
Population Report:
Generation: 0
Indiv Parents xsite x Fitness String
0>: ( 0, 0) 3452816845 0.8895 0.4092 1110001110111000101100
1>: ( 0, 0) 3452816845 0.0021 0.0002 0000000010001100001011
2>: ( 0, 0) 3452816845 0.8531 0.6357 1101101001100110101000
3>: ( 0, 0) 3452816845 0.6477 0.6407 1010010111001111101110
4>: ( 0, 0) 3452816845 0.6910 0.8686 1011000011100010010010
5>: ( 0, 0) 3452816845 0.9895 0.0044 1111110101001110011100
6>: ( 0, 0) 3452816845 0.6502 0.6559 1010011001110110001000
7>: ( 0, 0) 3452816845 0.4988 0.0001 0111111110110001111111
8>: ( 0, 0) 3452816845 0.5680 0.1715 1001000101100110001110
9>: ( 0, 0) 3452816845 0.7825 0.9589 1100100001010000110101
10>: ( 0, 0) 3452816845 0.1437 0.6162 0010010011000111001010
11>: ( 0, 0) 3452816845 0.2859 0.9500 0100100100110000111000
12>: ( 0, 0) 3452816845 0.9913 0.0030 1111110111001000000001
13>: ( 0, 0) 3452816845 0.5470 0.0847 1000110000000111100101
14>: ( 0, 0) 3452816845 0.1380 0.5813 0010001101010011101101
15>: ( 0, 0) 3452816845 0.8429 0.6964 1101011111000111010001
16>: ( 0, 0) 3452816845 0.9719 0.0308 1111100011010000000110
17>: ( 0, 0) 3452816845 0.1106 0.4103 0001110001010010110101
18>: ( 0, 0) 3452816845 0.2998 0.9053 0100110010111110111001
19>: ( 0, 0) 3452816845 0.8398 0.7141 1101011011111100110010
20>: ( 0, 0) 3452816845 0.5664 0.1640 1001000011111101000101
21>: ( 0, 0) 3452816845 0.5090 0.0032 1000001001001101101001
22>: ( 0, 0) 3452816845 0.6342 0.5574 1010001001011000100001
23>: ( 0, 0) 3452816845 0.5120 0.0057 1000001100010010001111
24>: ( 0, 0) 3452816845 0.2274 0.9800 0011101000111000110111
25>: ( 0, 0) 3452816845 0.2993 0.9071 0100110010011101110000
26>: ( 0, 0) 3452816845 0.2333 0.9891 0011101110111011011000
27>: ( 0, 0) 3452816845 0.7667 0.9890 1100010001000110001110
28>: ( 0, 0) 3452816845 0.9138 0.2659 1110100111101101100101
29>: ( 0, 0) 3452816845 0.3756 0.4959 0110000000101010011011
30>: ( 0, 0) 3452816845 0.4851 0.0087 0111110000101111101110
31>: ( 0, 0) 3452816845 0.4152 0.2578 0110101001001101110000
32>: ( 0, 0) 3452816845 0.1514 0.6630 0010011011000011100010
33>: ( 0, 0) 3452816845 0.0397 0.0609 0000101000101000111001
34>: ( 0, 0) 3452816845 0.3234 0.8021 0101001011001000010000
35>: ( 0, 0) 3452816845 0.1504 0.6569 0010011010000000100101
36>: ( 0, 0) 3452816845 0.9811 0.0140 1111101100101010000100
37>: ( 0, 0) 3452816845 0.8375 0.7271 1101011001100100110100
38>: ( 0, 0) 3452816845 0.2143 0.9505 0011011011011011110101
39>: ( 0, 0) 3452816845 0.4251 0.2056 0110110011010011101110
40>: ( 0, 0) 3452816845 0.1954 0.8868 0011001000000100011101
41>: ( 0, 0) 3452816845 0.6484 0.6447 1010010111111011001001
42>: ( 0, 0) 3452816845 0.4511 0.0915 0111001101111011000010
43>: ( 0, 0) 3452816845 0.9527 0.0856 1111001111100110100001
44>: ( 0, 0) 3452816845 0.4517 0.0894 0111001110100000000111
45>: ( 0, 0) 3452816845 0.2260 0.9774 0011100111011001111110
46>: ( 0, 0) 3452816845 0.4427 0.1241 0111000101010101001110
47>: ( 0, 0) 3452816845 0.0008 0.0000 0000000000110011101011
48>: ( 0, 0) 3452816845 0.3033 0.8922 0100110110100001111011
49>: ( 0, 0) 3452816845 0.1515 0.6634 0010011011001000001110
________________________________________________________________________________
Result:
Generation Calculated(nGen) = 0
Average Fitness = 0.4699
Max Fitness = 0.989067
Min Fitness = 0.000025
Crossover Num = 0
Mutate Num = 0
________________________________________________________________________________
Population Report:
Generation: 1
Indiv Parents xsite x Fitness String
0>: ( 27, 40) 22 0.7667 0.9890 1100010001000110001110
1>: ( 27, 40) 22 0.1954 0.8868 0011001000000100011101
2>: ( 14, 0) 1 0.8895 0.4092 1110001110111000101100
3>: ( 14, 0) 1 0.0130 0.0067 0000001101010011101101
4>: ( 4, 26) 9 0.2333 0.9891 0011101110111011011000
5>: ( 4, 26) 9 0.6910 0.8686 1011000011100010010010
6>: ( 40, 27) 22 0.1954 0.8868 0011001000000100011101
7>: ( 40, 27) 22 0.7667 0.9890 1100010001000110001110
8>: ( 22, 32) 22 0.6342 0.5574 1010001001011000100001
9>: ( 22, 32) 22 0.1514 0.6630 0010011011000011100010
10>: ( 37, 27) 10 0.7667 0.9890 1100010001000110001110
11>: ( 37, 27) 10 0.8375 0.7271 1101011001100100110100
12>: ( 14, 11) 3 0.2859 0.9500 0100100100110000111000
13>: ( 14, 11) 3 0.1380 0.5813 0010001101010011101101
14>: ( 24, 32) 22 0.2274 0.9800 0011101000111000110111
15>: ( 24, 32) 22 0.2139 0.9495 0011011011000011100010
16>: ( 18, 38) 22 0.2998 0.9053 0100110010111110111001
17>: ( 18, 38) 22 0.2143 0.9505 0011011011011011110101
18>: ( 48, 15) 19 0.8429 0.6964 1101011111000111010001
19>: ( 48, 15) 19 0.3033 0.8922 0100110110100001111011
20>: ( 2, 37) 22 0.8531 0.6357 1101101001100110101000
21>: ( 2, 37) 22 0.8375 0.7271 1101011001100100110100
22>: ( 11, 45) 19 0.2260 0.9774 0011100111011001111100
23>: ( 11, 45) 19 0.2859 0.9500 0100100100110000111000
24>: ( 37, 31) 22 0.8375 0.7271 1101011001100100110110
25>: ( 37, 31) 22 0.4155 0.2564 0110101001011101110000
26>: ( 18, 35) 22 0.2998 0.9053 0100110010111110111001
27>: ( 18, 35) 22 0.1816 0.8266 0010111010000000100101
28>: ( 32, 27) 22 0.1514 0.6630 0010011011000011100010
29>: ( 32, 27) 22 0.7667 0.9890 1100010001000110001110
30>: ( 2, 31) 3 0.4152 0.2578 0110101001001101110000
31>: ( 2, 31) 3 0.8531 0.6357 1101101001100110101100
32>: ( 38, 46) 22 0.2143 0.9505 0011011011011011110101
33>: ( 38, 46) 22 0.4426 0.1243 0111000101010001001110
34>: ( 14, 27) 22 0.1380 0.5813 0010001101010011101101
35>: ( 14, 27) 22 0.7667 0.9890 1100010001000110001110
36>: ( 26, 15) 22 0.2333 0.9891 0011101110111011011000
37>: ( 26, 15) 22 0.8429 0.6964 1101011111000111010001
38>: ( 25, 45) 22 0.2993 0.9072 0100110010011100110000
39>: ( 25, 45) 22 0.2260 0.9774 0011100111011001111110
40>: ( 19, 49) 22 0.8437 0.6916 1101011111111100110010
41>: ( 19, 49) 22 0.1515 0.6634 0010011011001000001110
42>: ( 48, 37) 22 0.3033 0.8922 0100110110100001111011
43>: ( 48, 37) 22 0.8375 0.7271 1101011001100100110100
44>: ( 11, 45) 19 0.2260 0.9774 0011100111011001111100
45>: ( 11, 45) 19 0.2859 0.9500 0100100100110000111000
46>: ( 37, 31) 22 0.8375 0.7271 1101011001100100110110
47>: ( 37, 31) 22 0.4155 0.2564 0110101001011101110000
48>: ( 18, 35) 22 0.2998 0.9053 0100110010111110111001
49>: ( 18, 35) 22 0.1816 0.8266 0010111010000000100101
________________________________________________________________________________
Result:
Generation Calculated(nGen) = 1
Average Fitness = 0.7650
Max Fitness = 0.989067
Min Fitness = 0.006653
Crossover Num = 8
Mutate Num = 14
________________________________________________________________________________
Population Report:
Generation: 2
Indiv Parents xsite x Fitness String
0>: ( 33, 28) 22 0.2333 0.9891 0011101110111011011000
1>: ( 33, 28) 22 0.1514 0.6630 0010011011000011100010
2>: ( 1, 31) 3 0.8531 0.6357 1101101001100110101100
3>: ( 1, 31) 3 0.1954 0.8868 0011001000000100011001
4>: ( 38, 46) 22 0.2993 0.9072 0100110010011100110000
5>: ( 38, 46) 22 0.8374 0.7275 1101011001100000110110
6>: ( 14, 27) 22 0.2274 0.9800 0011101000111000110111
7>: ( 14, 27) 22 0.1816 0.8266 0010111010000000100101
8>: ( 24, 14) 22 0.8375 0.7271 1101011001100100110110
9>: ( 24, 14) 22 0.2274 0.9800 0011101000111000110111
10>: ( 23, 44) 22 0.2859 0.9499 0100100100110001111000
11>: ( 23, 44) 22 0.2260 0.9774 0011100111011001111100
12>: ( 18, 49) 22 0.8390 0.7187 1101011011000111010001
13>: ( 18, 49) 22 0.1816 0.8266 0010111010000000100101
14>: ( 48, 37) 22 0.2998 0.9053 0100110010111110111001
15>: ( 48, 37) 22 0.8429 0.6964 1101011111000111010001
16>: ( 11, 44) 19 0.2260 0.9774 0011100111011001111110
17>: ( 11, 44) 19 0.8375 0.7271 1101011001100100110100
18>: ( 37, 31) 22 0.8429 0.6964 1101011111000111010011
19>: ( 37, 31) 22 0.8534 0.6342 1101101001110110101100
20>: ( 16, 35) 22 0.2998 0.9053 0100110010111110111001
21>: ( 16, 35) 22 0.7979 0.9120 1100110001000110001110
22>: ( 33, 28) 22 0.4426 0.1243 0111000101010001001110
23>: ( 33, 28) 22 0.1514 0.6630 0010011011000011100010
24>: ( 1, 31) 3 0.8531 0.6357 1101101001100110101100
25>: ( 1, 31) 3 0.1954 0.8868 0011001000000100011001
26>: ( 38, 46) 22 0.2993 0.9072 0100110010011100110000
27>: ( 38, 46) 22 0.8374 0.7275 1101011001100000110110
28>: ( 14, 27) 22 0.2274 0.9800 0011101000111000110111
29>: ( 14, 27) 22 0.1816 0.8266 0010111010000000100101
30>: ( 24, 14) 22 0.8375 0.7271 1101011001100100110110
31>: ( 24, 14) 22 0.2274 0.9800 0011101000111000110111
32>: ( 23, 44) 22 0.2859 0.9499 0100100100110001111000
33>: ( 23, 44) 22 0.2260 0.9774 0011100111011001111100
34>: ( 18, 49) 22 0.8390 0.7187 1101011011000111010001
35>: ( 18, 49) 22 0.1816 0.8266 0010111010000000100101
36>: ( 48, 37) 22 0.2998 0.9053 0100110010111110111001
37>: ( 48, 37) 22 0.8429 0.6964 1101011111000111010001
38>: ( 11, 44) 19 0.2260 0.9774 0011100111011001111110
39>: ( 11, 44) 19 0.8375 0.7271 1101011001100100110100
40>: ( 37, 31) 22 0.8429 0.6964 1101011111000111010011
41>: ( 37, 31) 22 0.8534 0.6342 1101101001110110101100
42>: ( 16, 35) 22 0.2998 0.9053 0100110010111110111001
43>: ( 16, 35) 22 0.7979 0.9120 1100110001000110001110
44>: ( 33, 28) 22 0.4426 0.1243 0111000101010001001110
45>: ( 33, 28) 22 0.1514 0.6630 0010011011000011100010
46>: ( 1, 31) 3 0.8531 0.6357 1101101001100110101100
47>: ( 1, 31) 3 0.1954 0.8868 0011001000000100011001
48>: ( 38, 46) 22 0.2993 0.9072 0100110010011100110000
49>: ( 38, 46) 22 0.8374 0.7275 1101011001100000110110
________________________________________________________________________________
Result:
Generation Calculated(nGen) = 2
Average Fitness = 0.7916
Max Fitness = 0.989067
Min Fitness = 0.124340
Crossover Num = 13
Mutate Num = 32
________________________________________________________________________________
Population Report:
Generation: 3
Indiv Parents xsite x Fitness String
0>: ( 13, 28) 22 0.1816 0.8266 0010111010000000100101
1>: ( 13, 28) 22 0.2274 0.9800 0011101000111000110111
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