The Relation Between Rough Sets And Fuzzy Sets Via Topological Spaces

International Journal of Engineering and Information Systems (IJEAIS) 2 (10):1-10 (2018)
  Copy   BIBTEX

Abstract

Abstract: Theories of rough sets and fuzzy sets are related and complementary methodologies to handle uncertainty of vagueness and coarseness, respectively. They are generalizations of classical set theory for modeling vagueness and uncertainty. A fundamental question concerning both theories is their connections and differences. There have been many studies on this topic. Topology is a branch of mathematics, whose ideas exist not only in almost all branches of mathematics but also in many real life applications. The topological structure on an abstract set is used as the base, which used to extract knowledge from data. In this paper: topological structure is used to study the relation between rough sets and fuzzy sets. Membership function is used to convert from rough set to fuzzy set and vice versa. This conversion will achieve the advantages of two theories. Some examples and theories are introduced to indicate the importance of using general binary relations in the construction of rough set concepts, and indicate the relation between rough sets and fuzzy sets according to the topological spaces.

Links

PhilArchive

External links

  • This entry has no external links. Add one.
Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

Similar books and articles

Neutrosophic Set and Neutrosophic Topological Spaces.A. A. Salama & S. A. Alblowi - 2012 - IOSR Journal of Mathematics (IOSR-JM) 4 (3):31-35.
Fuzzy in 3–D: Two Contrasting Paradigms.Sarah Greenfield & Francisco Chiclana - 2015 - Archives for the Philosophy and History of Soft Computing 2015 (2).
Continuous triangular norm based fuzzy topology.Dexue Zhang & Gao Zhang - 2019 - Archive for Mathematical Logic 58 (7-8):915-942.
What Is Fuzzy Probability Theory?S. Gudder - 2000 - Foundations of Physics 30 (10):1663-1678.
Fuzzy sets: motivations and first concepts.Aldo G. S. Ventre - 2015 - Science and Philosophy 3 (2):3-10.
A Composition of Fuzzy Sets.Vitaly I. Levin - 2015 - Studia Humana 4 (4):39-46.

Analytics

Added to PP
2020-08-05

Downloads
1,318 (#8,803)

6 months
474 (#3,505)

Historical graph of downloads
How can I increase my downloads?

Citations of this work

No citations found.

Add more citations

References found in this work

No references found.

Add more references