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String 1
String 2
String 3String 4
String 1
String 2
String 2String 4
(Duplication) (Crossover)
NextGeneration t + 1
IntermediateGeneration tGeneration t
Current
Selection Recombination
Offspring-A (1 X 2)
Offspring-B (1 X 2)
Offspring-A (2 X 4)Offspring-B (2 X 4)
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010
000
110
001
011
100
111
101
0001
0101
0111
0000
0010
1000
1101
1010
1110
1001
0110
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F(X)
0 K/2 K
Variable X
0
1
0 K/8 K/4 K/2 K
Variable X
0
1
F(X)
0 K/8 K/4 K/2 K
Variable X
0
1
F(X)
0***...* **1*...* 0*10*...*
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0011 0101 0110 1001 1010 1100
0000
1111
0111 1011 1101 1110
1000010000100001
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An Island Model Genetic Algorithm A Cellular Genetic Algorithm
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