Rough Semiring-Valued Fuzzy Sets with Application

Many of the new fuzzy structures with complete MV-algebras as value sets, such as hesitant, intuitionistic, neutrosophic, or fuzzy soft sets, can be transformed into one type of fuzzy set with values in special complete algebras, called AMV-algebras. The category of complete AMV-algebras is isomorph...

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Bibliographic Details
Main Authors: Hurtik, P. (Author), Hýnar, D. (Author), Močkoř, J. (Author)
Format: Article
Language:English
Published: MDPI 2022
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Online Access:View Fulltext in Publisher
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Summary:Many of the new fuzzy structures with complete MV-algebras as value sets, such as hesitant, intuitionistic, neutrosophic, or fuzzy soft sets, can be transformed into one type of fuzzy set with values in special complete algebras, called AMV-algebras. The category of complete AMV-algebras is isomorphic to the category of special pairs (R, R∗) of complete commutative semirings and the corresponding fuzzy sets are called (R, R∗)-fuzzy sets. We use this theory to define (R, R∗)-fuzzy relations, lower and upper approximations of (R, R∗)-fuzzy sets by (R, R∗)-relations, and rough (R, R∗)-fuzzy sets, and we show that these notions can be universally applied to any fuzzy type structure that is transformable to (R, R∗)-fuzzy sets. As an example, we also show how this general theory can be used to determine the upper and lower approximations of a color segment corresponding to a particular color. © 2022 by the authors. Licensee MDPI, Basel, Switzerland.
ISBN:22277390 (ISSN)
DOI:10.3390/math10132274