Experimental Evaluation on Defuzzification of TSK-type-based Interval Type-2 Fuzzy Inference Systems

With A 2- C 0 and A 2- C 1 models, this study conducted a series of experimental evaluation on four kinds of type reduction and defuzzification algorithms, namely Karnik-Mendel iterative procedure (KM), Nie-Tan method (NT), q factor method (QF) and modified q factor method (MQ), to show which algori...

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Veröffentlicht in:	International journal of control, automation, and systems automation, and systems, 2023-04, Vol.21 (4), p.1338-1348
Hauptverfasser:	Zhan, Tao, Li, Wen-Tao, Fan, Bing-Jiao, Liu, Shuai
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Computing costs Control Engineering Fuzzy systems Iterative methods Mechatronics Regular Paper Robotics Stability Statistical methods
Online-Zugang:	Volltext
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