Multimodal function optimization based on the survival of the fitness kind of the evolution strategy.

Junghoon Lee*, Sangha Song, Yongju Yang, Hun Shim, Hyunsook Lee, Kyoungjoung Lee, Youngro Yoon

*この研究の対応する著者

    研究成果: Article査読

    抄録

    In this paper, a new algorithm for the multimodal function optimization is proposed, base on the concept of the survival of the fitness rule of evolution. The proposed algorithm has common criteria not to be invaded by each other. Thus, there is only one survivor in a partial solution space in which one optimal point locates. To verify the proposed algorithm, three multimodal functions--Alex function 5, six-hump camel back function, and Rastrigin's function--are tested.

    ASJC Scopus subject areas

    • コンピュータ ビジョンおよびパターン認識
    • 信号処理
    • 生体医工学
    • 健康情報学

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