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:Immune Based Evolutionary Algorithm with Enhanced Expression Strategy for Pareto Optimization
學年94
學期1
發表日期2005/09/30
作品名稱Immune Based Evolutionary Algorithm with Enhanced Expression Strategy for Pareto Optimization
作品名稱(其他語言)
著者Shih, C. J.; Kuan, T. L.; Deng, C. J.; Wang, Z. Y.
作品所屬單位淡江大學機械與機電工程學系
出版者
會議名稱中華民國第十三屆模糊理論及其應用會議=2005 the 13th National Conference on Fuzzy Theory and Its Applications
會議地點高雄, 臺灣
摘要This paper introduces a global evolutionary algorithm based on the concept of biological immune system that directly treats constraints for multi-objective engineering optimization problems. The development of optimization algorithm applied the cycle of affinity-maturation principle in the immune system that contains repeated activation, proliferation and differentiation. An enhanced expression strategy is utilized for handling constraints to improve the solution performance. The designs of Pareto front can be generated in a single simulation. All computational works completed in this paper used real-number-coded representation for genes evolution that efficiently applied on general engineering designs.
關鍵字Evolutionary algorithm;Immune system;Engineering optimization;Multi-objective optimization
語言英文
收錄於
會議性質國內
校內研討會地點
研討會時間20050930~20051001
通訊作者
國別中華民國
公開徵稿Y
出版型式紙本
出處中華民國第十三屆模糊理論及其應用會議論文集=Proceedings of 2005 the 13th National Conference on Fuzzy Theory and Its Applications,6p.
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