4.6 Article

Three methods to generalize Pawlak approximations via simply open concepts with economic applications

Journal

SOFT COMPUTING
Volume 26, Issue 10, Pages 4685-4700

Publisher

SPRINGER
DOI: 10.1007/s00500-022-06816-3

Keywords

Rough sets; Topology; j-neighborhood spaces; j-near open sets and j-simply open sets

Funding

  1. Science, Technology & Innovation Funding Authority (STDF)
  2. Egyptian Knowledge Bank (EKB)

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This article proposes three new methods for generalizing Pawlak rough sets based on topological structures, and proves that these methods are more accurate than other methods. Furthermore, a practical example in economic decision-making is used to demonstrate the application of these methods.
The generalizations of rough sets based on topological structures have become the hot topic of rough set theory. In the present article, based on the notion of j-neighborhood space and the related concept of j-simply open sets, three new methods for generalizing Pawlak rough sets are proposed and their properties are studied. These methods are compared with some of the previous methods. Moreover, we prove that the suggested approaches are more accurate than the other methods and then these approaches may be useful in real-life applications. Finally, an economic application in decision-making is introduced as a simple practical example to demonstrate the ideas proposed. It is providing a comparison between the proposed methods with already existing in the literature.

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