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A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company

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dc.creator YAPICI PEHLİVAN, Nimet
dc.creator ŞAHİN, Aynur
dc.date 2018-10-05T00:00:00Z
dc.date.accessioned 2019-07-09T12:00:06Z
dc.date.available 2019-07-09T12:00:06Z
dc.identifier http://dergipark.org.tr/sdufenbed/issue/39695/470066
dc.identifier
dc.identifier.uri http://acikerisim.sdu.edu.tr/xmlui/handle/123456789/46583
dc.description Type-2 fuzzy sets (T2FSs), characterized by a fuzzy membership function, are much useful tool for representing the decision knowledge in the decision making process. Interval Type-2 fuzzy sets (IT2FSs) are the most commonly used T2FSs.  In this study, a method based upon ranking values of IT2FSs is used to tackle multi-criteria decision making (MCDM) problems. First, some basic concepts and arithmetic operations for IT2FSs are presented. Then, three kinds of fuzzy ranking methods, proposed by [1], based on arithmetic average (AA), geometric average (GA) and harmonic average (HA) operators to compute the ranking values of IT2FSs are applied. Finally, the outcomes of MCDM methods based on the ranking values of IT2FSs are obtained and also compared with the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method based on Type-1 fuzzy sets (T1FSs) for a numerical example.
dc.format application/pdf
dc.publisher Süleyman Demirel University
dc.publisher Süleyman Demirel Üniversitesi
dc.relation http://dergipark.org.tr/download/article-file/552969
dc.source Cilt: 22 Sayı: Özel 290-296 en-US
dc.source 1308-6529
dc.subject Multi-criteria decision making,Interval Type-2 fuzzy sets; Fuzzy ranking methods
dc.title A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company en-US
dc.type info:eu-repo/semantics/article


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