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Maintaining Genetic Diversity in Genetic Algorithms through Co-evolution

来源:尚车旅游网
0-0.005-0.01Best Fitness Ever Encountered-0.015-0.02-0.025-0.03-0.035-0.04-0.045-0.05

Regular GA

Alpha = 0.0125Alpha = 0.8000

02040

Generation

6080100

16

Regular GAAlpha = 0.0125Alpha = 0.8000

Average Hamming Distance of Survivors to Best Survivor14

12

10

8

6

4

2

0

02040

Generation

6080100

0

-0.05

-0.1

Best Fitness Ever Recorded-0.15

-0.2

Regular GA

Alpha = 0.0125Alpha = 0.0750Alpha = 0.8000

-0.25

-0.3

-0.35

-0.4

02040

Generation

6080100

16

Average Hamming Distance of Survivors to Best Survivor14

12

10

Regular GAAlpha = 0.0125Alpha = 0.0750Alpha = 0.8000

8

6

4

2

0

02040

Generation

6080100

2.62.52.42.32.22.121.91.81.71.6

Regular GA

Alpha = 0.05Alpha = 0.40Alpha = 0.80

Best Fitness Ever Recorded02040

Generation

6080100

90

Average Hamming Distance of Survivors to Best Survivor80

Regular GAAlpha = 0.05Alpha = 0.40Alpha = 0.80

70

60

50

40

30

20

10

0

02040

Generation

6080100

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