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0.65
0.6
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( %)%$ $)# *+$%
0.55
0.5
0.45
0.00 Crossover
0.25 Crossover
0.50 Crossover
0.75 Crossover
1.00 Crossover
0.4
0.35
0
50
100
150
200
250
300
Generations
350
400
450
500
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0.6
0.55
0.5
0.45
0.4
0.00 Mutation
0.02 Mutation
0.04 Mutation
0.06 Mutation
0.35
0
50
100
150
200
250
300
350
400
450
500
Generations
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0.9
Fitness
0.8
0.7
0.6
0.5
0.4
0 Training Cycles
50 Training Cycles
100 Training Cycles
0.3
0
10
20
30
40
50
60
70
80
90
100
Generations
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0.66
0.64
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0.62
0.6
0.58
0.56
0.54
/, # 0.52
0.5
0.48
10
20
30
40
50
Generations
60
70
80
90
45
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0.45
0.4
Mutation Rate
0.35
0.3
0.25
0.2
0.15
0.1
0.05
0
0
10
20
30
50
100
40
50
60
70
80
90
100
Generations
1 . $ Training Rate
0
40
35
30
25
0
10
20
30
40
50
Generations
60
70
80
90
100
0
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0.9
Fitness
0.8
0.7
0.6
0.5
Determined Rates
Evolved Rates
0.4
0
10
20
30
40
50
Generations
60
70
80
90
100
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