教師資料查詢 | 類別: 期刊論文 | 教師: 蔣璿東 Chiang Ding-an (瀏覽個人網頁)

標題:Multituning fuzzy control systems design
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學期
出版(發表)日期2000/09/01
作品名稱Multituning fuzzy control systems design
作品名稱(其他語言)
著者Wong, Ching-chang; Chiang, Ding-an; Feng, Hsuan-ming
單位淡江大學電機工程學系
出版者Philadelphia, PA : Taylor & Francis
著錄名稱、卷期、頁數Cybernetics and Systems: An International Journal 31(6), pp.713-729
摘要A multituning fuzzy control system structure that involves two simple, but effective tuning mechanisms, is proposed: one is called fuzzy control rule tuning mechanism (FCRTM); the other is called dynamic scalar tuning mechanism (DSTM). In FCRTM, it is used to generate the necessary control rules with a center extension method. In DSTM, it contains three fuzzy IF-THEN rules for determining the appropriate scaling factors for the fuzzy control system. In this paper, a method based on the genetic algorithm (GA) is proposed to simultaneously choose the appropriate parameters in FCRTM and DSTM. That is, the proposed GA-based method can automatically generate the required rule base of fuzzy controller and efficiently determine the appropriate map for building the dynamic scalars of fuzzy controller. A multiobjective fitness function is proposed to determine an appropriate parameter set such that not only the selected fuzzy control structure has fewer fuzzy rules, but also the controlled system has a good control performance. Finally, an inverted pendulum control problem is given to illustrate the effectiveness of the proposed control scheme.
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語言英文
ISSN0196-9722;1087-6553
期刊性質國外
收錄於SCI
產學合作
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國別美國
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