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Definition of Triangular Norms and Triangular Conorms on Subfamilies of Type-2 Fuzzy Sets

Authors: Hernández Varela, Pablo Ramón; Talavera Andújar, Francisco Javier; Cubillo Villanueva, Susana; Torres Blanc, Carmen; Elorza Barbajero, Jorge;

Definition of Triangular Norms and Triangular Conorms on Subfamilies of Type-2 Fuzzy Sets

Abstract

In certain stages of the application of a type-2 fuzzy logic system, it is necessary to perform operations between input or output fuzzy variables in order to compute the union, intersection, aggregation, complement, and so forth. In this context, operators that satisfy the axioms of t-norms and t-conorms are of particular significance, as they are applied to model intersection and union, respectively. Furthermore, the existence of a range of these operators allows for the selection of the t-norm or t-conorm that offers the optimal performance, in accordance with the specific context of the system. In this paper, we obtain new t-norms and t-conorms on some important subfamilies of the set of functions from [0,1] to [0,1]. The structure of these families provides a more solid algebraic foundation for the applications. In particular, we define these new operators on the subsets of the functions that are convex, normal, and normal and convex, as well as the functions taking only the values 0 or 1 and the subset of functions whose support is a finite union of closed intervals. These t-norms and t-conorms are generalized to the type-2 fuzzy set framework.

Country
Spain
Keywords

t-norms, Matemáticas, Logic systems, t-norm, function from [0,1] to [0,1], 1], Convex function, normal function, QA1-939, Interval type-2 fuzzy set, Normal function, Produc, t-conorm, Reduction, convex function, Interval-valude fuzzy, type-2 fuzzy set, Function from [0, Algorithm, 1] to [0, interval type-2 fuzzy set, Type-2 fuzzy set, Mathematics, Function from [0-1] to [0-1]

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Top 10%
Average
Average
Green
gold