System approximation via GA-based fuzzy model

You Wei Teng, Wen June Wang

研究成果: 書貢獻/報告類型會議論文篇章同行評審

2 引文 斯高帕斯(Scopus)

摘要

This paper constructs a GA-based fuzzy model to approximate an unknown system without pre-set parameters. A real-coded GA and the least-squares method are applied to search for the antecedent and consequent parameters, respectively. Furthermore, a specific performance index is proposed to determine the optimal number of rules for the fuzzy model, and the adequate number of chromosomes and generations for the real-coded GA such that the approximation accuracy is satisfied.

原文???core.languages.en_GB???
主出版物標題Proceedings - APCCAS 2002
主出版物子標題Asia-Pacific Conference on Circuits and Systems
發行者Institute of Electrical and Electronics Engineers Inc.
頁面547-550
頁數4
ISBN(電子)0780376900
DOIs
出版狀態已出版 - 2002
事件Asia-Pacific Conference on Circuits and Systems, APCCAS 2002 - Denpasar, Bali, Indonesia
持續時間: 28 10月 200231 10月 2002

出版系列

名字IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS
2

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???event.eventtypes.event.conference???Asia-Pacific Conference on Circuits and Systems, APCCAS 2002
國家/地區Indonesia
城市Denpasar, Bali
期間28/10/0231/10/02

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