Proceedings of the Korean Institute of Intelligent Systems Conference (한국지능시스템학회:학술대회논문집)
- 1998.06a
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- Pages.629-633
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- 1998
A Parallel Genetic Algorithms with Diversity Controlled Migration and its Applicability to Multimodal Function Optimization
- YAMAMOTO, Fujio (Dept. of Information and Computer Sciences) ;
- ARAKI, Tomoyuki (Dept. of Information and Computer Sciences)
- Published : 1998.06.01
Abstract
Proposed here is a parallel genetic algorithm accompanied with intermittent migration among subpopulations. It is intended to maintain diversity in the population for a long period . This method was applied to finding out the global maximum of some multimodal functions for which no other methods seem to be useful . Preferable results and their detailed analysis are also presented.