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(C) 2001 by Yu Hen Hu

5

Intro. ANN & Fuzzy Systems

A GA EXAMPLE

Objective - to find a binary string of length 5 with 4 1’s.

Representation: binary string of length 5

Solution space: 5 feasible solutions among 25 solutions.

First step: randomly generate 5 candidates, and evaluate their fitness using the number of 1ís in the string as a criterion.

00010 (eval: 1)

10001 (eval: 2)

10000 (eval: 1)

01011 (eval: 3)

10010 (eval: 2)

Population evaluation average: 1.8

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