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Erschienen in:
2011 | OriginalPaper | Buchkapitel
The Effects of Diversity Maintenance on Coevolution for an Intransitive Numbers Problem
verfasst von : Tirtha R. Ranjeet, Martin Masek, Philip Hingston, Chiou-Peng Lam
Erschienen in: AI 2011: Advances in Artificial Intelligence
Verlag: Springer Berlin Heidelberg
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In this paper, we investigate the effectiveness of several techniques commonly recommended for overcoming convergence problems with coevolutionary algorithms. In particular, we investigate effects of the Hall of Fame, and of several diversity maintenance methods, on a problem designed to test the ability of coevolutionary algorithms to deal with an intransitive superiority relation between solutions. We measure and analyse the effects of these methods on population diversity and on solution quality.