Fuzzy rule extraction for controller designs
學年 83
學期 2
發表日期 1995-05-22
作品名稱 Fuzzy rule extraction for controller designs
作品名稱（其他語言）
著者 Wong, Ching-chang; Su, Mu-chun; Lin, Nine-shen
作品所屬單位 淡江大學電機工程學系
出版者 Institute of electrical and electronics engineers (IEEE)
會議名稱 Industrial Automation and Control: Emerging Technologies, 1995., International IEEE/IAS Conference on
會議地點 Taipei, Taiwan
摘要 This paper presents an innovative method for extracting fuzzy rules directly from numerical data for controller designs. Conventional approaches to fuzzy systems assume there is no correlation among features and therefore involve dividing the input and output space into grid regions. However, in most cases, it is likely that features are highly correlated. Therefore, we propose to use an aggregation of hyperspheres with different sizes and different positions to define fuzzy rules. The genetic algorithm is used to select the parameters of the proposed fuzzy systems. The inverted pendulum system is utilized to illustrate the efficiency of the proposed method for finding fuzzy control rules.
關鍵字
語言 en
收錄於
會議性質 國際
校內研討會地點
研討會時間 19950522~19950527
通訊作者
國別 TWN
公開徵稿 Y
出版型式
出處 Industrial Automation and Control: Emerging Technologies, 1995., International IEEE/IAS Conference on, pp.409-412
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