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Constructive Method for Dual Interval Valued Hesitant Fuzzy Rough Sets
- Source :
- ISKE
- Publication Year :
- 2019
- Publisher :
- IEEE, 2019.
-
Abstract
- We combine dual interval valued hesitant fuzzy sets with rough sets to construct a hybrid uncertainty theory. According to the proposed dual interval valued hesitant fuzzy relation, our paper firstly investigated the two rough approximation operators, lower and upper of dual interval valued hesitant fuzzy set. Properties of the two rough approximation operators, their relationships between three specific dual interval valued hesitant fuzzy sets as well as four special fuzzy relations, serial, reflexive, symmetric and transitive relations of the dual interval valued hesitant fuzzy are further studied. Finally, We show the proposed dual interval valued hesitant fuzzy rough set anastz can help making decisions in clinic medical diagnosis.
- Subjects :
- 0209 industrial biotechnology
Transitive relation
Relation (database)
Fuzzy set
Uncertainty theory
02 engineering and technology
Fuzzy logic
Constructive
Physics::History of Physics
Dual (category theory)
Algebra
020901 industrial engineering & automation
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Rough set
Mathematics
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)
- Accession number :
- edsair.doi...........1d5228d53740ed5a89fb8b0cc9d451a0
- Full Text :
- https://doi.org/10.1109/iske47853.2019.9170286