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Article type: Research Article
Authors: Zhang, Beia | Zhou, Chang-Jiea | Yao, Weib; *
Affiliations: [a] School of Sciences, Hebei University of Science and Technology, Shijiazhuang, China | [b] School of Mathematics and Statistics, Nanjing University of Information Science and Technology, Nanjing, China
Correspondence: [*] Corresponding author. Wei Yao, School of Mathematics and Statistics, Nanjing University of Information Science and Technology, Nanjing 210044, China. E-mail: yaowei@nuist.edu.cn.
Abstract: Let L be a commutative unital quantale. For every L-fuzzy relation E on a nonempty set X, we define an upper rough approximation operator on LX, which is a fuzzy extension of the classical Pawlak upper rough approximation operator. We show that this operator has close relation with the subsethood operator on X. Conversely, by an L-fuzzy closure operator on X, we can easily get an L-fuzzy relation. We show that this relation can be characterized by more smooth ways. Without the help of the lower approximation operator, L-fuzzy rough sets can still be studied by means of constructive and axiomatic approaches, and L-fuzzy similarities and L-fuzzy closure operators are one-to-one corresponding. We also show that, the L-topology induced by the upper rough approximation operator is stratified and Alexandrov.
Keywords: L-fuzzy rough set, commutative unital quantale, L-fuzzy similarity, upper rough approximation operator, L-fuzzy closure operator, stratified Alexandrov L-topology
DOI: 10.3233/JIFS-221896
Journal: Journal of Intelligent & Fuzzy Systems, vol. 44, no. 2, pp. 1575-1584, 2023
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