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Reconstructability analysis detection of optimal gene order in genetic algorithms

Reconstructability analysis detection of optimal gene order in genetic algorithms 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. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Kybernetes Emerald Publishing

Reconstructability analysis detection of optimal gene order in genetic algorithms

Kybernetes , Volume 33 (5/6): 10 – Jun 1, 2004

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Publisher
Emerald Publishing
Copyright
Copyright © 2004 Emerald Group Publishing Limited. All rights reserved.
ISSN
0368-492X
DOI
10.1108/03684920410534100
Publisher site
See Article on Publisher Site

Abstract

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.

Journal

KybernetesEmerald Publishing

Published: Jun 1, 2004

Keywords: Cybernetics; Programming and algorithm theory; Optimization techniques

References