A novel algorithm for multimodal function optimization based on evolution strategy

  • Im, CH
  • Kim, HK
  • Jung, HK
  • Choi, K
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WEB OF SCIENCE

38
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49

초록

In this paper, a novel algorithm for multimodal function optimization is proposed, based on the concept of evolution strategy. A new concept, named restricted evolution, shows more improved characteristics than conventional approaches that have been used for multimodal function optimization. The efficiency and usefulness of the proposed method will be verified by the application to various cases including practical optimization problems.

키워드

evolution strategy (ES)multimodal function optimizationrestricted evolutionGENETIC ALGORITHM
제목
A novel algorithm for multimodal function optimization based on evolution strategy
저자
Im, CHKim, HKJung, HKChoi, K
DOI
10.1109/TMAG.2004.824805
발행일
2004-03
유형
Article; Proceedings Paper
저널명
IEEE Transactions on Magnetics
40
2
페이지
1224 ~ 1227