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Extended triangular norms
Authors:Janusz T. Starczewski
Affiliation:Department of Computer Engineering, Czestochowa University of Technology, Al. Armii Krajowej 36, 42-200 Czestochowa, Poland
Abstract:The paper is devoted to classical t-norms extended to operations on fuzzy quantities in accordance with the generalized Zadeh extension principle. Such extended t-norms are used for calculating intersection of type-2 fuzzy sets. Analytical expressions for membership functions of some extended t-norms are derived assuming special classes of fuzzy quantities, i.e., fuzzy truth intervals or fuzzy truth numbers. The possibility of applying these results in the construction of type-2 adaptive network fuzzy inference systems is illustrated on several examples.
Keywords:Extended triangular norms   Extension principle   Type-2 fuzzy sets   Fuzzy truth values   Fuzzy truth intervals   Fuzzy truth numbers
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