A Niche-Related Particle Swarm Meta-Heuristic Algorithm for Multimodal Optimization
學年 102
學期 1
發表日期 2013-12-12
作品名稱 A Niche-Related Particle Swarm Meta-Heuristic Algorithm for Multimodal Optimization
作品名稱（其他語言）
著者 Shih, Chien-Jong; Teng, Tso-Liang; Chen, Shiau-Kai
作品所屬單位
出版者
會議名稱 International Conference on Intelligent Technologies and Engineering Systems (ICITES 2013)
會議地點 Kaohsiung, Taiwan
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.
關鍵字 Particle swarm optimization algorithm;Multimodal function;Niche;Bio-logical based optimization
語言 en
收錄於
會議性質 國際
校內研討會地點 無
研討會時間 20131212~20131214
通訊作者
國別 TWN
公開徵稿
出版型式
出處 Proceedings of International Conference on Intelligent Technologies and Engineering Systems, p.313-321
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/110378 )