Biomedical Engineering Reference
In-Depth Information
1
0.9
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011
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e best dominates
the population
Some schemata die out
0
10
20
30
40
50
60
No. of Generations
(a)
1
0.9
0.8
0.7
0.6
0.5
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0.3
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0.1
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011
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e domination of the best
is suppressed
Diversity is improved
0
10
20
30
40
50
60
No. of Generations
(b)
1
0.9
0.8
0.7
0.6
0.5
0.4
0.3
0.2
0.1
0
000
001
010
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100
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e domination of the best
is suppressed
Diversity is further improved
0
10
20
30
40
50
60
No. of Generations
(c)
Figure 4.8
The.proportion.of.schemata.in.the.population.against.generations.using.a.(a).GA,.(b).GA.with.
copy.and.paste,.and.(c).GA.with.cut-and-paste..The.operational.rates.of.crossover,.mutation,.
and.JG.operations.are.1.0,.0.01,.and.0.1,.respectively..(From.Yin,.J..J.,.Yeung,.S..H.,.Tang,.W..K..
S.,.Man,.K..S.,.Kwong,.S.,.Enhancement.of.multiobjective.search:.A.Jumping-genes.approach,.
in. ProceedingsofIEEEInternationalSymposiumonIndustrialElectronics ,.Vigo,.Spain,.June.2007,.
1855-1858.)
 
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