Sexual Selection Mechanism for Agent-Based Evolutionary Computation

Authors:
Rafał Dreżewski;Krzysztof Cetnarowicz
Affiliations:
Department of Computer Science, AGH University of Science and Technology, Kraków, Poland;Department of Computer Science, AGH University of Science and Technology, Kraków, Poland
Venue:
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
Year:
2007

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Abstract

Sexual selection mechanism can be used in evolutionary algorithms in order to introduce and maintain useful population diversity. In this paper the sexual selection mechanism for agent-based evolutionary algorithms is presented. Proposed co-evolutionary multi-agent system with sexual selection is applied to multi-modal optimization problems and compared to "classical" evolutionary algorithms.