Similarity, commutativity, continuity and computational times of the currently existing six reasoning methods are discussed. All six have commutativity and continuity. It is found that the reasoning precision of a reasoning method has relations with similarity degree. The computational complexities
Comparison of fuzzy reasoning methods
✍ Scribed by Masaharu Mizumoto; Hans-Jürgen Zimmermann
- Publisher
- Elsevier Science
- Year
- 1982
- Tongue
- English
- Weight
- 910 KB
- Volume
- 8
- Category
- Article
- ISSN
- 0165-0114
No coin nor oath required. For personal study only.
✦ Synopsis
proposed methods for fuzzy reasoning in which the antecedent involves a fuzzy conditional proposition 'If x is A then y is B,' with A and B being fuzzy concepts. Mizumoto et al. have investigated the properties of their methods in the case of 'generalized modus ponens'.
This paper deals with the properties of their methods in the case of 'generalized modus tollens', and investigates the other new fuzzy reasoning methods obtained by introducing the implication rules of many valued logic s)~tems. Finally, the properties of syllogism and contrapositive are investigated under each fuzzy reasoning method.
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