A Hybrid Learning Method for Constructing Compact Rule-Based Fuzzy Models

The Takagi-Sugeno-Kang-type rule-based fuzzy model has found many applications in different fields; a major challenge is, however, to build a compact model with optimized model parameters which leads to satisfactory model performance. To produce a compact model, most existing approaches mainly focus...

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Veröffentlicht in:IEEE transactions on cybernetics Jg. 43; H. 6; S. 1807 - 1821
Hauptverfasser: Wanqing Zhao, Qun Niu, Kang Li, Irwin, George W.
Format: Journal Article
Sprache:Englisch
Veröffentlicht: United States IEEE 01.12.2013
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN:2168-2267, 2168-2275, 2168-2275
Online-Zugang:Volltext
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