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 language | English |
|---|---|
| Pages (from-to) | 1061-1082 |
| Number of pages | 22 |
| Journal | International Journal of Machine Learning and Cybernetics |
| Volume | 11 |
| Issue number | 5 |
| DOIs | |
| Publication status | Published - 1 May 2020 |
Keywords
- Fuzzy approximate operator
- Fuzzy relation
- Fuzzy rough set
- Fuzzy set
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