Possibility-induced simplified neutrosophic aggregation operators and their application to multi-criteria group decision-making

MakaleAçık ErişimScopus SJRQ3

Özet

Simplified neutrosophic set (SNS) is an appropriate tool used to express the incompleteness, indeterminacy and uncertainty of the evaluation objects in decision-making process. In this study, we define the concept of possibility SNS including two types of information such as the neutrosophic performance provided from the evaluation objects and its possibility degree using a value ranging from zero to one. Then by extending the existing neutrosophic information, aggregation models for SNSs that cannot be used effectively to fusion the two different information described above, we propose two novel neutrosophic aggregation operators considering possibility, which are named as a possibility-induced simplified neutrosophic weighted arithmetic averaging operator and possibility-induced simplified neutrosophic weighted geometric averaging operator, and discuss their properties. Moreover, we develop a useful method based on the proposed aggregation operators for solving a multi-criteria group decision-making problem with the possibility simplified neutrosophic information, in which the weights of decision-makers and decision criteria are calculated based on entropy measure. Finally, a practical example is utilised to show the practicality and effectiveness of the proposed method.

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dc.contributor.authorŞahin, Rıdvan
dc.contributor.authorLiu, Peide
dc.date.accessioned2026-10-29T19:11:35.982798766Z
dc.date.available2026-10-29T19:11:35.982798766Z
dc.date.issued2017
dc.description.abstractSimplified neutrosophic set (SNS) is an appropriate tool used to express the incompleteness, indeterminacy and uncertainty of the evaluation objects in decision-making process. In this study, we define the concept of possibility SNS including two types of information such as the neutrosophic performance provided from the evaluation objects and its possibility degree using a value ranging from zero to one. Then by extending the existing neutrosophic information, aggregation models for SNSs that cannot be used effectively to fusion the two different information described above, we propose two novel neutrosophic aggregation operators considering possibility, which are named as a possibility-induced simplified neutrosophic weighted arithmetic averaging operator and possibility-induced simplified neutrosophic weighted geometric averaging operator, and discuss their properties. Moreover, we develop a useful method based on the proposed aggregation operators for solving a multi-criteria group decision-making problem with the possibility simplified neutrosophic information, in which the weights of decision-makers and decision criteria are calculated based on entropy measure. Finally, a practical example is utilised to show the practicality and effectiveness of the proposed method.
dc.description.sponsorshipNational Natural Science Foundation of China, NSFC, (71271124, 71471172)
dc.description.sponsorshipTaishan Scholar Project of Shandong Province
dc.identifier.doi10.1080/0952813x.2016.1259266
dc.identifier.eissn1362-3079
dc.identifier.endpage785
dc.identifier.issn0952-813X
dc.identifier.issue4
dc.identifier.scopus2-s2.0-84999673388
dc.identifier.startpage769
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/13891
dc.identifier.volume29
dc.identifier.wosWOS:000403013800007
dc.language.isoen
dc.publisherTaylor and Francis Ltd.
dc.relation.ispartofJournal of Experimental and Theoretical Artificial Intelligence
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectmulti-criteria group decision-making
dc.subjectNeutrosophic sets
dc.subjectpossibility simplified neutrosophic sets
dc.subjectsimplified neutrosophic sets
dc.subject.classificationComputer Science, Artificial Intelligence
dc.subject.classificationComputer Science
dc.subject.otherMathematical operators
dc.subject.otherAggregation operator
dc.subject.otherArithmetic averaging
dc.subject.otherAveraging operators
dc.subject.otherConcept of possibility
dc.subject.otherDecision criterions
dc.subject.otherDecision making process
dc.subject.otherMulti criteria group decision making
dc.subject.otherNeutrosophic sets
dc.subject.otherDecision making
dc.titlePossibility-induced simplified neutrosophic aggregation operators and their application to multi-criteria group decision-making
dc.typeArticle
rdl.citation.openalex33
rdl.citation.scopus32
rdl.citation.wos28
rdl.oa.statusclosed
rdl.oa.statusgreen
rdl.oa.urlhttps://hdl.handle.net/20.500.12403/483
rdl.scopus.quartileQ3
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)