The Extended Alpha-triple I Algorithm Based on the Generalized Implication Operator |
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Authors: | Bingru Yang Zhangyan Xu Wei Song |
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Affiliation: | (1) School of Information Engineering, University of Science and Technology Beijing, Beijing, China;(2) Computer Department, Guangxi Normal University, Guilin, China |
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Abstract: | ![]() In this paper, the classical implication operator is generalized, and then the definition of generalized implication operator on [0, 1] is proposed. Based on generalized implication operator, the extended alpha-triple I principle is presented by generalizing the alpha-triple I algorithm. By analyzing the essence of alpha-triple Fuzzy Modus Ponens (FMP) and alpha-triple Fuzzy Modus Tollens (FMT) principles, and based on the generalized implication operator, the generalized calculating formula of extended alpha-triple I algorithm is proposed. At the same time, the reversibility on the proposed alpha-triple I algorithm is discussed. It is proved that Compositional Rule of Inference (CRI) is a special case of extended alpha-triple I algorithm. Finally, two implication operations are proposed to validate the proposed generalized equation. |
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Keywords: | Alpha-triple I principle Extended alpha-triple I principle Reversibility Fuzzy set Generalized implication operator CRI method Normal fuzzy set |
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