DocumentCode
354515
Title
Constructing optimal fuzzy models using statistical information criteria
Author
Yen, John ; Wang, Liang
Author_Institution
Texas A&M University
fYear
1996
fDate
15-15 Nov. 1996
Firstpage
394
Lastpage
402
Abstract
In this paper we describe a principled approach to explore the fitness-complexity trade-off using several optiniality criteria together with a fuzzy model reduction technique based on the singular value decomposition (SVD). The role of these optimality criteria in fuzzy modeling is discussed and their practical applicability is illustrated using a nonlinear system modeling example.
Keywords
Computer science; Fuzzy logic; Fuzzy systems; Intelligent robots; Intelligent systems; Probability distribution; Reduced order systems; Singular value decomposition; Solid modeling; Training data;
fLanguage
English
Publisher
ieee
Conference_Titel
ISAI/IFIS 1996. Mexico-USA Collaboration in Intelligent Systems Technologies. Proceedings
Conference_Location
IEEE
Print_ISBN
968-29-9437-3
Type
conf
Filename
864144
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