Transformation and generalization of fuzzy implication using disjunction
In this paper a family of fuzzy implications is derived using the operation of disjunction repeatedly and a new methodology of generating fuzzy implications is proposed. The set of the related fuzzy implication axioms was considered in order to check, which of them are satisfied. A relation is found...
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Hauptverfasser: | , , , |
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Format: | Tagungsbericht |
Sprache: | eng |
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Zusammenfassung: | In this paper a family of fuzzy implications is derived using the operation of disjunction repeatedly and a new methodology of generating fuzzy implications is proposed. The set of the related fuzzy implication axioms was considered in order to check, which of them are satisfied. A relation is found and proven seeking the optimum number of repetitions according to the desired truth value of the implications. Finally, a large number of fuzzy implications was applied and compared using the data from temperature and humidity in a certain period of time. The proposed general formulae are verified by the computed results. |
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ISSN: | 0094-243X 1551-7616 |
DOI: | 10.1063/5.0193334 |