Fourth Experiment -- Searching For Combination of Parameters

* Population

Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.5, MUT_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 45, 40, 44, 0, 0, 46, 44, 27, 26, 0, 33, 30, 43, 31, 36, 32, 37, 35, 40, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.5, MUT_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49, 0, 45, 0, 0, 0, 41, 0, 0, 31, 42, 42, 26, 49, 26, 23, 25, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.5, MUT_RATE: 0.1 :: 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, 46, 44, 0, 48, 40, 34, 0, 39, 0, 36, 0, 41

Algorithm Settings = POP_SIZE: 100, XO_RATE: 0.5, MUT_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49, 0, 41, 49, 45, 27, 44, 40, 47, 26, 28, 35, 31, 31, 37, 27, 28, 28, 30, 33, 26, 41, 8, 29, 30, 46, 37, 
Algorithm Settings = POP_SIZE: 100, XO_RATE: 0.5, MUT_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 46, 51, 0, 0, 46, 49, 39, 39, 0, 42, 38, 40, 38, 31, 26, 37, 32, 35, 27, 43, 38, 42, 31, 28, 41, 
Algorithm Settings = POP_SIZE: 100, XO_RATE: 0.5, MUT_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34, 45, 37, 26, 23, 0, 46, 38, 32, 50, 41, 46, 28, 34, 33, 32, 0, 40, 47, 45, 35, 42, 29, 34, 27, 29, 4

Algorithm Settings = POP_SIZE: 200, XO_RATE: 0.5, MUT_RATE: 0.1 :: 0, 0, 0, 0, 40, 46, 46, 50, 38, 34, 33, 42, 30, 45, 40, 34, 45, 43, 12, 26, 38, 31, 41, 42, 39, 32, 43, 31, 31, 45, 31, 49, 42, 46, 35, 26, 44, 47, 47, 27, 
Algorithm Settings = POP_SIZE: 200, XO_RATE: 0.5, MUT_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 50, 31, 45, 45, 51, 28, 42, 50, 30, 32, 33, 27, 26, 42, 31, 45, 36, 26, 47, 43, 37, 46, 40, 32, 31, 24, 31, 29, 33, 34, 31, 45, 31, 
Algorithm Settings = POP_SIZE: 200, XO_RATE: 0.5, MUT_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 33, 46, 47, 51, 35, 43, 34, 31, 34, 0, 39, 32, 45, 33, 48, 40, 43, 46, 41, 27, 42, 36, 23, 26, 49, 42, 46, 35, 31

* Crossover

Algorithm Settings = POP_SIZE: 500, XO_RATE: 0.5, MUT_RATE: 0.1 :: 0, 0, 0, 0, 46, 47, 42, 43, 46, 49, 43, 46, 0, 44, 34, 45, 46, 26, 45, 40, 39, 48, 37, 43, 48, 43, 45, 42, 36, 32, 39, 36, 42, 49, 48, 46, 41, 41, 41, 28, 
Algorithm Settings = POP_SIZE: 500, XO_RATE: 0.5, MUT_RATE: 0.1 :: 0, 0, 36, 47, 43, 46, 34, 44, 0, 48, 38, 36, 46, 36, 36, 29, 49, 36, 26, 43, 47, 32, 47, 43, 30, 43, 34, 27, 33, 49, 31, 51, 47, 41, 46, 39, 30, 44, 41, 39, 
Algorithm Settings = POP_SIZE: 500, XO_RATE: 0.5, MUT_RATE: 0.1 :: 0, 0, 0, 0, 44, 39, 45, 45, 36, 43, 36, 38, 44, 41, 48, 26, 31, 44, 42, 48, 17, 44, 36, 43, 48, 42, 37, 46, 38, 46, 14, 43, 41, 47, 36, 28, 19, 44, 27, 43

Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, XO_RATE: 0.1 :: 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, 44, 0, 0, 30, 37, 0, 29, 31, 0, 40, 0, 31, 36, 4, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, XO_RATE: 0.1 :: 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, 48, 0, 0, 0, 0, 45, 33, 0, 31, 28, 43, 33, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, XO_RATE: 0.1 :: 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, 45, 0, 40, 0, 32, 35, 27, 37, 4, 27

Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.2, XO_RATE: 0.1 :: 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, 42, 48, 43, 27, 7, 31, 27, 36, 0, 38, 26, 31, 30, 27, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.2, XO_RATE: 0.1 :: 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, 36, 34, 33, 28, 0, 0, 44, 27, 32, 0, 33, 37, 30, 26, 4, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.2, XO_RATE: 0.1 :: 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, 42, 40, 32, 32, 0, 36, 32, 42, 35, 34

Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.5, XO_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 39, 0, 29, 0, 37, 43, 45, 38, 42, 31, 35, 0, 26, 31, 37, 0, 31, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.5, XO_RATE: 0.1 :: 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, 40, 0, 44, 38, 26, 0, 26, 32, 0, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.5, XO_RATE: 0.1 :: 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, 44, 0, 38, 26, 35, 30, 0, 31, 0, 26, 26, 31, 3, 31, 11
 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.7, XO_RATE: 0.1 :: 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, 35, 39, 0, 26, 0, 28, 43, 40, 4, 26, 34, 35, 30, 16, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.7, XO_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 41, 0, 0, 0, 0, 0, 27, 28, 25, 0, 48, 33, 31, 4, 32, 31, 29, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0.7, XO_RATE: 0.1 :: 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, 47, 45, 28, 42, 42, 33, 41, 0, 0, 26, 0, 0, 33, 0

Algorithm Settings = POP_SIZE: 50, XO_RATE: 1, XO_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49, 0, 0, 37, 42, 42, 46, 42, 0, 35, 0, 33, 26, 31, 43, 34, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 1, XO_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 44, 0, 47, 41, 32, 41, 0, 37, 27, 47, 0, 0, 13, 27, 45, 39, 31, 26, 20, 34, 27, 0, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 1, XO_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 40, 47, 0, 41, 0, 41, 44, 36, 33, 36, 33, 28, 0, 30, 0, 24, 26, 30, 26, 31, 27

* Mutation

Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.01 :: 0, 0, 0, 49, 50, 44, 55, 47, 58, 50, 50, 55, 43, 35, 44, 30, 44, 46, 48, 39, 41, 0, 0, 36, 39, 37, 41, 41, 59, 45, 0, 46, 58, 37, 35, 45, 31, 38, 0, 40, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.01 :: 0, 41, 48, 51, 37, 50, 49, 41, 37, 47, 38, 50, 54, 45, 32, 40, 55, 39, 50, 39, 35, 45, 29, 41, 33, 36, 40, 37, 43, 31, 36, 45, 41, 53, 47, 27, 28, 42, 50, 9, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.01 :: 0, 0, 0, 0, 49, 55, 53, 31, 47, 45, 35, 50, 42, 48, 52, 53, 44, 40, 57, 48, 53, 52, 50, 31, 34, 39, 53, 46, 32, 45, 39, 35, 31, 18, 26, 37, 27, 0, 35, 18

Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.05 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 39, 46, 0, 33, 38, 22, 0, 0, 0, 33, 38, 38, 38, 40, 13, 26, 26, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.05 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 47, 40, 44, 35, 44, 0, 37, 36, 0, 0, 32, 39, 11, 36, 40, 26, 0, 25, 21, 12, 35, 33, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.05 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 41, 0, 35, 41, 0, 39, 28, 0, 0, 36, 28, 14, 26, 30, 27, 18

Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.1 :: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43, 0, 0, 0, 36, 46, 0, 0, 0, 31, 0, 36, 27, 26, 26, 24, 31, 27, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.1 :: 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, 31, 0, 45, 27, 35, 39, 30, 34, 28, 33, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.1 :: 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, 40, 43, 40, 0, 32, 27, 40, 26, 28, 0

Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.2 :: 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, 28, 31, 0, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.2 :: 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, 32, 30, 0, 0, 0, 0, 35, 27, 26, 25, 0, 0, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.2 :: 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, 28, 19

Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.3 :: 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, 41, 0, 0, 0, 0, 38, 28, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.3 :: 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, 22, 26, 4, 
Algorithm Settings = POP_SIZE: 50, XO_RATE: 0, MUT_RATE: 0.3 :: 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, 28, 25, 0

