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20-06-2024 | Original Article

Axiomatic approaches to three types of L-valued rough sets

Authors: Yanan Chen, Xiaowei Wei

Published in: International Journal of Machine Learning and Cybernetics | Issue 12/2024

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Abstract

In this paper, considering L being a GL-quantale, we further develop the theory of L-valued rough sets with an L-set as the basic universe of defining L-valued rough approximation operators. Choosing an L-set as the universe can break the rules of adopting Zadeh’s fuzzy sets as the universe. We first introduce three types of L-valued relations on L-sets, namely, inverse serial, mediate, Euclidean, and then characterize them by L-valued rough sets. Adopting the idea of single axiomatic characterizations of L-valued rough sets, we present the axiomatical characterizations of L-valued upper and lower rough approximation operators on an L-set concerning these new L-valued relations by fuzzy unions and fuzzy intersections. Moreover, in the framework of category, we introduce the concepts of L-valued Alexander co-topological spaces and L-valued closure spaces on L-sets by fuzzy unions and fuzzy intersections, then prove they are category isomorphic. By fuzzy unions, we obtain a simplified axiomatic system of the L-valued closure spaces, which highlights the advantages of fuzzy unions. Finally, we obtain the category of L-valued Alexander co-topological spaces and their continuous mappings is isomorphic to the category of L-valued preordered approximation spaces and their order-preserving mappings.

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Metadata
Title
Axiomatic approaches to three types of L-valued rough sets
Authors
Yanan Chen
Xiaowei Wei
Publication date
20-06-2024
Publisher
Springer Berlin Heidelberg
Published in
International Journal of Machine Learning and Cybernetics / Issue 12/2024
Print ISSN: 1868-8071
Electronic ISSN: 1868-808X
DOI
https://doi.org/10.1007/s13042-024-02252-x