Fuzzy conditional inference under max-⊙ composition |
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Authors: | Masaharu Mizumoto |
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Affiliation: | Department of Management Engineering, Osaka Electro-Communication University, Neyagawa, Osaka 572, Japan |
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Abstract: | This paper shows that the majority of fuzzy inference methods for a fuzzy conditional proposition “If x is A then y is B,” with A and B fuzzy concepts, can infer very reasonable consequences which fit our intuition with respect to several criteria such as modus ponens and modus tollens, if a new composition called “max-⊙ composition” is used in the compositional rule of inference, though reasonable consequences cannot always be obtained when using the max-min composition, which is used usually in the compositional rule of inference. Furthermore, it is shown that a syllogism holds for the majority of the methods under the max-⊙ composition, though they do not always satisfy the syllogism under the max-min composition. |
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