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Single-Valued Neutrosophic Power Shapley Choquet Average Operators and Their Applications to Multi-Criteria Decision-Making
- Source :
- Mathematics, Vol 7, Iss 11, p 1081 (2019), Mathematics, Volume 7, Issue 11
- Publication Year :
- 2019
- Publisher :
- MDPI AG, 2019.
-
Abstract
- Single-valued neutrosophic sets (SVNSs), which involve in truth-membership, indeterminacy-membership and falsity-membership, play a significant role in describing the decision-makers&rsquo<br />preference information. In this study, a single-valued neutrosophic multi-criteria decision-making (MCDM) approach is developed based on Shapley fuzzy measures and power aggregation operator that takes a correlative relationship among criteria into account and also simultaneously reduces the effects of abnormal preference information. Firstly, two aggregation operators, namely, generalized weighted single-valued neutrosophic power Shapley Choquet average (GWSVNPSCA) operator and generalized weighted single-valued neutrosophic power Shapley Choquet geometric (GWSVNPSCG) operator, are accordingly defined, and the corresponding properties are discussed as well. Secondly, based on the proposed aggregation operators, an integrated MCDM approach is proposed to effectively solve single-valued neutrosophic problems where the weight information is incompletely known. A programming model is constructed to obtain the optimal Shapley fuzzy measure. Next, the proposed operators are utilized to aggregate the decision-makers&rsquo<br />preference information. Finally, a theoretical example with tourism attraction selection is provided to examine the efficacy of the developed approach, in which the results is found reasonable and credible.
- Subjects :
- 0209 industrial biotechnology
Mathematical optimization
Selection (relational algebra)
Computer science
General Mathematics
lcsh:Mathematics
Aggregate (data warehouse)
02 engineering and technology
Multiple-criteria decision analysis
lcsh:QA1-939
Fuzzy logic
Measure (mathematics)
single-valued neutrosophic sets
aggregation operators
020901 industrial engineering & automation
Operator (computer programming)
shapley fuzzy measure
0202 electrical engineering, electronic engineering, information engineering
Computer Science (miscellaneous)
Programming paradigm
multi-criteria decision-making
020201 artificial intelligence & image processing
Engineering (miscellaneous)
Preference (economics)
Subjects
Details
- Language :
- English
- ISSN :
- 22277390
- Volume :
- 7
- Issue :
- 11
- Database :
- OpenAIRE
- Journal :
- Mathematics
- Accession number :
- edsair.doi.dedup.....e90ca3f883554cd21e6621168b64be24