教師資料查詢 | 類別: 會議論文 | 教師: 史建中 SHIH CHIEN-JONG (瀏覽個人網頁)

標題: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
語言英文
收錄於
會議性質國際
校內研討會地點
研討會時間20131212~20131214
通訊作者
國別中華民國
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
Google+ 推薦功能,讓全世界都能看到您的推薦!