Title :
Fuzzy functional inference method
Author :
Seki, Hirosato ; Mizumoto, Masaharu
Author_Institution :
Dept. of Technol. Manage., Osaka Inst. of Technol., Osaka, Japan
Abstract :
This paper proposes a fuzzy functional inference method in which the consequent parts of the T-S inference method is generalized to fuzzy functions. Moreover, this paper addresses equivalence of the proposed fuzzy inference method. Namely, the fuzzy functional inference method is shown to be equivalent to the weighted T-S inference method whose consequent parts have weights, by adopting as the weight the area or the base length of fuzzy set obtained from the fuzzy function in the consequent part.
Keywords :
fuzzy control; fuzzy set theory; inference mechanisms; T-S inference method; fuzzy functional inference method; fuzzy set theory; Bismuth; Electronic mail; Frequency modulation; Fuzzy sets; Gravity; Ocean temperature; Silicon;
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6919-2
DOI :
10.1109/FUZZY.2010.5584906