Eight Experiment -- TGP Searching For Combination of Parameters

* Population

Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.5, MUT_RATE: 0.5 :: 
0, 0, 0, 0, 0, 0, 40, 65, 65, 42, 29, 26, 28, 36, 45, 0, 0, 26, 47, 42, 40, 0, 53, 30, 29, 26, 33, 3, 16, 39, 32, 25, 10, 33, 31, 26, 36, 18, 38, 10, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 26, 46, 38, 29, 43, 35, 26, 38, 49, 40, 18, 34, 24, 10, 10, 27, 38, 34, 27, 35, 31, 26, 35, 28, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 17, 23, 6, 43, 32, 65, 36, 11, 32, 10, 45, 39, 34, 21, 37, 30, 26, 2, 2, 26 

Algorithm Settings = POP_SIZE: 100, XO_RATE: 0.5, MUT_RATE: 0.5 :: 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 65, 5, 65, 34, 35, 27, 39, 1, 29, 65, 42, 22, 4, 27, 31, 30, 0, 29, 27, 42, 40, 4, 27, 27, 27, 28,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 37, 35, 37, 41, 25, 44, 32, 27, 18, 31, 38, 7, 27, 36, 25, 0, 41, 40, 39, 9, 13, 27, 28, 34, 8, 26, 32, 31, 31, 15,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 44, 0, 26, 42, 26, 10, 26, 31, 27, 36, 30, 46, 21, 3, 2, 24, 40, 28, 19, 26, 28, 10, 35, 37, 29, 12, 38, 10

Algorithm Settings = POP_SIZE: 200, XO_RATE: 0.5, MUT_RATE: 0.5 :: 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 0, 54, 26, 22, 26, 38, 28, 26, 27, 9, 24, 42, 39, 21, 34,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 4, 26, 13, 33, 8, 36, 27, 26, 37, 41, 18, 30, 36, 37, 9, 34, 2, 35, 10, 40, 27, 29, 26,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34, 0, 0, 26, 0, 27, 44, 21, 29, 27, 65, 27, 48, 27, 26, 32, 35

Algorithm Settings = POP_SIZE: 500, XO_RATE: 0.5, MUT_RATE: 0.5 :: 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 24, 45, 32, 30, 23, 25, 26, 30, 13, 20, 18, 32, 27, 36, 33, 27, 34, 30, 22, 28,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 32, 21, 53, 36, 9, 27, 0, 44, 51, 27, 29, 14, 38, 24, 13, 39, 41, 24, 28, 30, 31,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 4, 26, 27, 29, 13, 12, 39, 15, 2, 13, 17, 27, 49, 34, 17, 5, 27, 36, 29, 30, 41, 45

* Crossover

Algorithm Settings = POP_SIZE: 200, XO_RATE: 0.2, MUT_RATE: 0.5 :: 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 20, 34, 28, 39, 15, 35, 31, 36, 36, 0, 23, 35, 25, 41, 41, 40, 26, 41, 26, 23, 34, 26, 27, 32, 2, 25, 36, 28, 27,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 47, 0, 39, 0, 44, 26, 26, 26, 32, 28, 28, 37, 27, 20, 36, 33, 27, 40, 30, 40, 43, 33, 33,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 65, 26, 0, 65, 0, 17, 30, 28, 31, 26, 0, 37, 15, 34, 18, 37, 33, 35, 27, 8, 11, 39, 33, 34, 5, 31, 48, 27

Algorithm Settings = POP_SIZE: 200, XO_RATE: 0.5, MUT_RATE: 0.5 :: 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 31, 32, 5, 9, 38, 52, 12, 39, 27, 34, 27, 27, 26, 46, 51, 9, 40, 39, 4, 25, 27, 32, 15, 29, 36, 24,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 36, 23, 41, 41, 37, 40, 28, 26, 3, 31, 30, 4, 3, 42, 11, 30, 27, 30, 36, 27, 37, 26, 42, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 40, 9, 26, 15, 16, 24, 31, 33, 26, 30, 26, 49, 7, 26, 40, 22, 26, 31, 31, 35, 42, 20, 27, 34, 42, 32, 10

Algorithm Settings = POP_SIZE: 200, XO_RATE: 0.7, MUT_RATE: 0.5 :: 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 38, 0, 16, 0, 11, 41, 34, 25, 39, 14, 21, 42, 36, 30, 21, 24, 32, 26, 5, 18, 20, 39,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 26, 26, 21, 38, 26, 27, 26, 36, 39, 44, 5, 32, 26, 36, 37, 30,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 26, 36, 25, 28, 37, 0, 22, 9, 8, 34, 27, 35, 4, 15

Algorithm Settings = POP_SIZE: 200, XO_RATE: 1, MUT_RATE: 0.5 :: 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 28, 26, 36, 18, 25, 26, 33, 28, 18, 18, 13, 28, 30, 10, 7, 16, 36, 31, 8,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 29, 0, 0, 0, 18, 25, 39, 44, 0, 5, 26, 26, 31, 29, 27, 27, 13, 41, 29, 21, 9, 33, 20,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 31, 26, 9, 11, 8, 38, 0, 40, 26, 40, 25, 37, 28, 31, 7, 26, 36, 4, 22

Algorithm Settings = POP_SIZE: 200, XO_RATE: 0, MUT_RATE: 0.5 :: 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19, 20, 38, 32, 34, 41, 40, 49, 38, 10, 26, 28, 65, 27, 27, 31, 32, 35, 27, 27, 23, 27, 10, 35, 42, 25, 26, 34, 31, 39,
0, 0, 0, 0, 0, 0, 0, 52, 41, 26, 65, 28, 45, 0, 12, 33, 45, 4, 41, 31, 28, 26, 41, 38, 41, 5, 41, 10, 22, 8, 39, 17, 27, 36, 30, 29, 26, 32, 47, 22,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 34, 65, 39, 27, 47, 36, 27, 27, 40, 20, 39, 26, 5, 37, 43, 35, 38, 49, 18, 30, 23, 27, 30, 28, 38, 5

* Mutation

Algorithm Settings = POP_SIZE: 200, XO_RATE: 0.7, MUT_RATE: 0.01 :: 
0, 0, 0, 65, 65, 38, 41, 53, 26, 40, 65, 65, 65, 11, 47, 0, 65, 44, 34, 31, 42, 26, 30, 35, 32, 36, 65, 27, 30, 42, 42, 49, 26, 27, 52, 26, 43, 40, 16, 27,
0, 0, 0, 0, 0, 0, 0, 27, 47, 44, 65, 35, 26, 37, 0, 65, 65, 45, 49, 65, 27, 26, 35, 26, 0, 21, 40, 59, 13, 42, 27, 40, 49, 6, 27, 39, 39, 34, 32, 5, 59, 65,
65, 65, 47, 63, 26, 49, 26, 36, 26, 65, 43, 46, 37, 65, 53, 65, 38, 27, 33, 17, 40, 41, 27, 24, 31, 27, 33, 65, 30, 53, 38, 27, 43, 35, 6, 37, 42, 47

Algorithm Settings = POP_SIZE: 200, XO_RATE: 0.7, MUT_RATE: 0.1 :: 
0, 0, 0, 0, 0, 0, 27, 44, 26, 34, 9, 5, 46, 65, 49, 45, 37, 42, 65, 38, 38, 41, 26, 17, 39, 35, 11, 45, 36, 42, 44, 9, 22, 0, 41, 40, 21, 4, 35, 26,
0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 20, 27, 26, 34, 44, 21, 46, 65, 47, 0, 23, 33, 49, 49, 11, 41, 14, 27, 39, 0, 25, 31, 48, 37, 5, 38, 44, 26, 21, 43,
0, 0, 0, 0, 0, 0, 65, 36, 0, 29, 49, 28, 0, 26, 31, 36, 19, 42, 34, 39, 38, 22, 19, 27, 26, 31, 39, 35, 35, 38, 27, 31, 46, 39, 35, 27, 17, 24, 28, 30

Algorithm Settings = POP_SIZE: 200, XO_RATE: 0.7, MUT_RATE: 0.2 :: 
0, 0, 0, 0, 0, 31, 0, 38, 0, 0, 37, 32, 26, 44, 26, 41, 39, 45, 65, 35, 9, 12, 24, 10, 24, 13, 46, 37, 26, 33, 0, 42, 38, 42, 26, 65, 32, 33, 5, 34,
0, 0, 0, 0, 0, 0, 0, 26, 0, 38, 32, 23, 21, 0, 26, 29, 37, 26, 37, 44, 40, 65, 34, 26, 53, 26, 65, 28, 27, 35, 27, 36, 29, 39, 30, 51, 31, 45, 34, 44,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 37, 31, 35, 37, 5, 26, 27, 20, 26, 29, 42, 27, 33, 0, 36, 33, 27, 65, 34, 27, 8, 27, 13, 35, 42, 41, 41, 26

Algorithm Settings = POP_SIZE: 200, XO_RATE: 0.7, MUT_RATE: 0.5 :: 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 40, 13, 0, 43, 35, 27, 44, 11, 6, 11, 22, 38, 26, 4, 33, 21, 24, 32, 15, 32, 21, 0, 0, 34, 27,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 31, 26, 0, 26, 39, 34, 31, 42, 38, 24, 27, 9, 26, 5, 28, 26, 35, 28, 37, 34, 28, 36, 26, 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 10, 25, 22, 10, 32, 26, 0, 45, 29, 0, 0, 30, 35, 14, 40, 27, 26, 0, 0, 34, 27, 1, 3, 5, 7, 14

Algorithm Settings = POP_SIZE: 200, XO_RATE: 0.7, MUT_RATE: 1 :: 
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 2, 3, 4, 6, 6, 9, 10, 10, 13, 13, 13, 14, 16, 17, 17, 18, 18, 18, 18, 20, 20, 23, 23, 24, 24, 26, 26, 26, 26, 26, 26, 27, 27, 27, 28, 28, 29, 31, 31, 31, 32, 32, 34, 34, 38, 39, 41, 41
