DocumentCode
756828
Title
Approximation properties of fuzzy systems generated by the min inference
Author
Zeng, Xiao-Jun ; Singh, Madan G.
Author_Institution
Dept. of Comput., Univ. of Manchester Inst. of Sci. & Technol., UK
Volume
26
Issue
1
fYear
1996
fDate
2/1/1996 12:00:00 AM
Firstpage
187
Lastpage
193
Abstract
This paper discusses the approximation properties of fuzzy systems generated by the min inference. Firstly, the paper analyzes the properties of fuzzy basis functions (FBFs); Then based on the properties of FBPs, several basic approximation properties concerning approximation mechanisms, uniform approximation bounds, uniform convergency, and universal approximation are obtained. Further, the similarity and difference between the fuzzy systems generated by the product inference and by the min inference are discussed
Keywords
fuzzy systems; inference mechanisms; approximation mechanisms; approximation properties; fuzzy basis functions; fuzzy systems; min inference; product inference; uniform approximation bounds; uniform convergency; universal approximation; Bayesian methods; Fuzzy systems; Image restoration; Image segmentation; Lattices; Mechanical factors; Noise generators; Notice of Violation; Parameter estimation; Statistical analysis;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
1083-4419
Type
jour
DOI
10.1109/3477.484453
Filename
484453
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