A self-generating method for fuzzy system design
學年 87
學期 2
出版（發表）日期 1999-04-01
作品名稱 A self-generating method for fuzzy system design
作品名稱（其他語言）
著者 翁慶昌; Wong, Ching-chang; Her, Shyang-ming
單位 淡江大學電機工程學系
出版者 Elsevier
著錄名稱、卷期、頁數 Fuzzy sets and systems 103(1), pp.13-25
摘要 In this paper, a self-generating method based on genetic algorithms is proposed to automatically construct a fuzzy system. A parameter structure of fuzzy system is presented along with a fuzzy set elimination method, which enables the self-generating method not only to determine an appropriate fuzzy system with a high performance but also to favor the selected system with fewer fuzzy rules. An inverted pendulum control and a system modeling problem are utilized respective to illustrate the efficiency of the proposed method in the fuzzy system design.
關鍵字 Fuzzy system design; Genetic algorithms
語言 en
ISSN 0165-0114
期刊性質 國內
收錄於
產學合作
通訊作者
審稿制度 否
國別 TWN
公開徵稿
出版型式 ,電子版
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