年度102
等級
書名A Niche-Related Particle Swarm Meta-Heuristic Algorithm for Multimodal Optimization
部分章節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.
出版社Cham: Springer International Publishing
全部作者Shih, Chien-jong
出版日期2014-05-01
ISSN(ISBN)9783319045733
所屬計畫案A Niche-Related Particle Swarm Meta-Heuristic Algorithm for Multimodal Optimization
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