淡江大學機構典藏:Item 987654321/98531
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    题名: A Niche-Related Particle Swarm Meta-Heuristic Algorithm for Multimodal Optimization
    作者: Shih, Chien-jong
    贡献者: 淡江大學機械與機電工程學系暨研究所
    关键词: Particle swarm optimization algorithm;Multimodal function;Niche;Bio-logical based optimization
    日期: 2014-05
    上传时间: 2014-08-11 18:16:46 (UTC+8)
    出版者: Cham: Springer International Publishing
    摘要: A niche-related particle swarm meta-heuristic algorithm for dealing with multimodal optimization problem is proposed in this paper. The inspiration and numerical algorithm are presented and the Rastrigin function with numerous local optima is adopted as the illustrative example. Proposed multimodal particle swarm optimization (MPSO) is sensitive to predetermined multimodal numbers, particle numbers, niche radius, and convergent iterations. The results show that the proposed MPSO is accurate and stable. The presented MPSO is ready for applied engineering optimization and further application.
    關聯: Lecture Notes in Electrical Engineering 293(39),　p.313-321
    DOI: 10.1007/978-3-319-04573-3_39
    显示于类别:[機械與機電工程學系暨研究所] 專書之單篇

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