The building block hypothesis implies that genetic algorithm efficiency will be improved if sets of genes that improve fitness through epistatic interaction are near to one another on the chromosome. We demonstrate this effect with a simple problem, and show that information‐theoretic reconstructability analysis can be used to decide on optimal gene ordering.
Kybernetes – Emerald Publishing
Published: Jun 1, 2004
Keywords: Cybernetics; Programming and algorithm theory; Optimization techniques
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