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Three-way decisions model based on rough fuzzy set.
- Source :
-
Journal of Intelligent & Fuzzy Systems . 2018, Vol. 34 Issue 3, p2051-2059. 9p. - Publication Year :
- 2018
-
Abstract
- Three-way decisions model proposed by Yao gives a semantic interpretation of positive region, negative region and boundary region. This model was developed in the framework of classical rough set, the approached target concept is a crisp set, the employed knowledge is a equivalence relation. In this paper, we extend the three-way decisions model to rough fuzzy set. Specifically, the target concept is extended to a fuzzy set, while the used knowledge is also a equivalence relation. An example is given to illustrate the computation processes of the proposed three-way decisions model. The extended model can deal with the problems described by fuzzy decision tables with symbolic-valued conditional attributes and fuzzy decision attributes. [ABSTRACT FROM AUTHOR]
- Subjects :
- *FUZZY sets
*FUZZY decision making
*ROUGH sets
*SEMANTICS
*MATHEMATICAL logic
Subjects
Details
- Language :
- English
- ISSN :
- 10641246
- Volume :
- 34
- Issue :
- 3
- Database :
- Academic Search Index
- Journal :
- Journal of Intelligent & Fuzzy Systems
- Publication Type :
- Academic Journal
- Accession number :
- 128978440
- Full Text :
- https://doi.org/10.3233/JIFS-17888