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The Extended Alpha-triple I Algorithm Based on the Generalized Implication Operator
Authors:Bingru Yang  Zhangyan Xu  Wei Song
Affiliation:(1) School of Information Engineering, University of Science and Technology Beijing, Beijing, China;(2) Computer Department, Guangxi Normal University, Guilin, China
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.
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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