DocumentCode :
2578378
Title :
On the equivalence of single input type fuzzy inference methods
Author :
Seki, Hirosato ; Mizumoto, Masaharu
Author_Institution :
Grad. Sch. of Inf. Sci. & Technol., Osaka Univ., Osaka, Japan
fYear :
2009
fDate :
11-14 Oct. 2009
Firstpage :
686
Lastpage :
691
Abstract :
This paper addresses equivalence of fuzzy inference methods. It first presents single input type fuzzy inference methods: the single input rule modules connected type fuzzy inference method (SIRMs method) and single input connected fuzzy inference method (SIC method). Secondly, the equivalence conditions of the SIRMs method and SIC method are shown. Finally, this paper also discusses the equivalence conditions between the single input type fuzzy inference methods and the conventional fuzzy inference methods like the simplified fuzzy inference method, product-sum-gravity method and fuzzy singleton-type inference method which are all widely used as fuzzy control methods.
Keywords :
fuzzy set theory; inference mechanisms; fuzzy control methods; fuzzy singleton-type inference method; product-sum-gravity method; simplified fuzzy inference method; Cybernetics; Fuzzy control; Fuzzy sets; Fuzzy systems; Gravity; Informatics; Information science; Silicon carbide; USA Councils; Fuzzy inference; equivalence; fuzzy singleton-type inference method; product-sum-gravity method; simplified fuzzy inference method; single input type fuzzy inference method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location :
San Antonio, TX
ISSN :
1062-922X
Print_ISBN :
978-1-4244-2793-2
Electronic_ISBN :
1062-922X
Type :
conf
DOI :
10.1109/ICSMC.2009.5346706
Filename :
5346706
Link To Document :
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