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Page 1: Learning Gene Linkage to Efficiently Solve Problems - Wiki do LEG

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Page 17: Learning Gene Linkage to Efficiently Solve Problems - Wiki do LEG

New Population Population

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(0,1) (2,1) (8,0) (5,0) (9,0) (4,0) (1,1) (6,0) (3,0) (7,0)

(0,1) (3,0) (6,0) (1,1) (9,0) (8,0) (7,0)(5,0)(4,0) (2,1)

(0,1) (2,1) (1,1) (4,0) (9,0) (5,0) (8,0) (6,0) (3,0) (7,0)

First inversion

Second inversion

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Page 42: Learning Gene Linkage to Efficiently Solve Problems - Wiki do LEG

Step 1: Building block identification.

0 0 0

All possible building blocks are generated and tested through selection.

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Step 2: Building block recombination.

Building blocks are recombined forming an optimal solution.

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1 1 1

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Order 0 optimal template.

Order k optimal template.

mGA run detects order k+1 building blocks..

k = k+1; If k < deception level

Else done, solved bounded deception of order k.

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Gene 1

Gene 3

Gene 2

Chromosome

Gap y3

Gap y2

Gap y1

Linkage = y1 + y2 + y3

y1 + y2 + y3 = 1

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