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L-fuzzy covering rough sets based on complete co-residuated lattice.

Authors :
Xu, Yao-Liang
Zou, Dan-Dan
Li, Ling-Qiang
Yao, Bing-Xue
Source :
International Journal of Machine Learning & Cybernetics; Aug2023, Vol. 14 Issue 8, p2815-2829, 15p
Publication Year :
2023

Abstract

For L = (L , ⊙ , ⇝) a complete co-residuated lattice, the notions of ⊙ -subsethood degree and ⇝ -intersection degree between L-fuzzy sets are defined. It is shown that these notions reasonably extend the notions of subset and intersection between crisp sets. Then by using ⊙ -subsethood degree and ⇝ -intersection degree, a new model of L-fuzzy covering based L-fuzzy rough sets is investigated and studied. Firstly, a pair of L-fuzzy lower and upper approximation operators are constructed and their fundamental properties are discussed. Secondly, an axiom set or even a single axiom is presented to characterize the proposed approximate operators. Thirdly, the L-fuzzy topology and L-fuzzy co-topology induced by the L-fuzzy lower and upper approximation operators are researched, respectively. At last, the relationships between the new model and Qiao's L-fuzzy relation based rough sets are established. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18688071
Volume :
14
Issue :
8
Database :
Complementary Index
Journal :
International Journal of Machine Learning & Cybernetics
Publication Type :
Academic Journal
Accession number :
164373101
Full Text :
https://doi.org/10.1007/s13042-023-01800-1