The effects of diversity maintenance on coevolution for an intransitive numbers problem
Document Type
Conference Proceeding
Faculty
Faculty of Computing, Health and Science
School
School of Computer and Security Science / Artificial Intelligence and Optimisation Research Centre
RAS ID
12683
Abstract
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.
DOI
10.1007/978-3-642-25832-9_34
Access Rights
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Comments
Ranjeet, T. , Masek, M. , Hingston, P. F., & Lam, C. P. (2011) The effects of diversity maintenance on coevolution for an intransitive numbers problem. Paper presented at the 24th Australasian Joint Conference on Artificial Intelligence, AI 2011. Perth, WA. Available here