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Polynomial constructions of fuzzy implication functions: The quadratic case

Authors :
Joan Torrens
Radko Mesiar
Anna Kolesárová
Juan Vicente Riera
Sebastia Massanet
Source :
Information Sciences. 494:60-79
Publication Year :
2019
Publisher :
Elsevier BV, 2019.

Abstract

In the last decade, several new construction methods of fuzzy implication functions from one or more given ones have been proposed. Following this line of research, in our paper some construction methods based on polynomial functions of three variables are presented. Concretely, these methods provide a (possibly new) fuzzy implication function from a given one and a quadratic polynomial function. A complete characterization of those quadratic functions adequate to obtain a fuzzy implication function through this strategy is presented. Moreover, the invariant fuzzy implication functions with respect to this method are determined. Finally, some quadratic construction methods preserving some specific additional properties are analysed.

Details

ISSN :
00200255
Volume :
494
Database :
OpenAIRE
Journal :
Information Sciences
Accession number :
edsair.doi...........0cd789f1871180f2aa77db8e32c9f52c