Using single axioms to characterize L-rough approximate operators with respect to various types of L-relations

Bin Pang, Ju Sheng Mi*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

16 Citations (Scopus)

Abstract

Considering L being a complete Heyting algebra, this paper mainly proposes a general framework of L-rough approximate operators in which constructive and axiomatic approaches are used. In the constructive approach, upper and lower L-rough approximate operators are introduced and their connections with L-relations are investigated. In the axiomatic approach, various types of set-theoretic L-operators are defined. It is shown that each type of L-rough approximate operators corresponding to special kind of L-relations, including serial, reflexive, symmetric, transitive, mediate, Euclidean and adjoint L-relations as well as their compositions, can be characterized by single axioms.

Original languageEnglish
Pages (from-to)1061-1082
Number of pages22
JournalInternational Journal of Machine Learning and Cybernetics
Volume11
Issue number5
DOIs
Publication statusPublished - 1 May 2020

Keywords

  • Fuzzy approximate operator
  • Fuzzy relation
  • Fuzzy rough set
  • Fuzzy set

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