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Rough Semiring-Valued Fuzzy Sets with Application

Author

Listed:
  • Jiří Močkoř

    (Centre of Excellence IT4Innovations, Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, 30. Dubna 22, 702 00 Ostrava, Czech Republic)

  • Petr Hurtik

    (Centre of Excellence IT4Innovations, Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, 30. Dubna 22, 702 00 Ostrava, Czech Republic)

  • David Hýnar

    (Varroc Lighting Systems, Suvorovova 195, 742 42 Šenov u Nového Jičína, Czech Republic)

Abstract

Many of the new fuzzy structures with complete M V -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 A M V -algebras. The category of complete A M V -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.

Suggested Citation

  • Jiří Močkoř & Petr Hurtik & David Hýnar, 2022. "Rough Semiring-Valued Fuzzy Sets with Application," Mathematics, MDPI, vol. 10(13), pages 1-31, June.
  • Handle: RePEc:gam:jmathe:v:10:y:2022:i:13:p:2274-:d:851273
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