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

標題:Immune Based Hybrid Evolutionary Algorithm for Pareto Engineering Optimization
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學期
出版(發表)日期2008/12/01
作品名稱Immune Based Hybrid Evolutionary Algorithm for Pareto Engineering Optimization
作品名稱(其他語言)
著者史建中; Shih, Chien-jong; Kuan, T. L.
單位淡江大學機械與機電工程學系
出版者淡江大學
著錄名稱、卷期、頁數淡江理工學刊 = Tamkang Journal of Science and Engineering 11(4), pp.395-402
摘要This paper proposes an evolutionary multi-objective optimization algorithm that applies the concept of biological immune system as an alternative algorithm for solving Pareto engineering optimization problems. The optimization algorithm developed and presented in this paper uses the cycle of affinity-maturation principle in the immune system that contains the repeated activation, proliferation and differentiation. The algorithm uses the enhanced expression strategy for handling constraints and the recombination in genetic algorithm to promote the solution performance. The designs of Pareto front can be generated in a single run of simulation by applying normalized function and weighting technique. All computational works completed in this paper uses the real-numbercoded representation for genes evolution that can be efficiently applied to general engineering design optimization problems.
關鍵字Evolutionary Algorithm;Immune System;Engineering Optimization;Multi-Objective Optimization;Pareto Front Design
語言英文
ISSN1560-6686
期刊性質國內
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產學合作
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審稿制度
國別中華民國
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