On three types of L-fuzzy β-covering-based rough sets

被引:1
|
作者
Li, Wei [1 ]
Yang, Bin [1 ]
Qiao, Junsheng [2 ]
机构
[1] Northwest A&F Univ, Coll Sci, Yangling 712100, Peoples R China
[2] Northwest Normal Univ, Coll Math & Stat, Lanzhou 730070, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
L-fuzzy covering; Covering-based rough set; Residuated lattice; Axiomatic characterization; Matrix representation; Interdependency; NEIGHBORHOOD OPERATORS; ATTRIBUTE REDUCTION; APPROXIMATION; SUBSETHOOD; ENTROPY; SYSTEMS;
D O I
10.1016/j.fss.2023.02.013
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we mainly establish three types of L-fuzzy /3-covering-based rough set models and study the axiomatic charac-terizations, matrix representations and interdependency of their rough approximation operators. Firstly, we propose three pairs of L-fuzzy /3-covering-based rough approximation operators by constructing the notions such as /3-subsethood degree and /3-degree of intersection. And then, three pairs of the axiomatic characterizations about L-fuzzy /3-covering-based rough approximation op-erators are investigated, respectively. In the meantime, we verify the independence of each axiom set. Thirdly, we give the matrix representations of three pairs of L-fuzzy /3-covering-based rough approximation operators for efficient calculation of the lower and upper approximation operators through operations on matrices. Finally, the interdependency of three pairs of rough approxima-tion operators based on L-fuzzy /3-covering is explored in light of reducible elements and independent elements. Meanwhile, we present the necessary and sufficient conditions under which two L-fuzzy /3-coverings can generate the same lower and upper rough approximation operations.& COPY; 2023 Elsevier B.V. All rights reserved.
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页数:47
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