A new integrated methodology for constructing linguistic pythagorean fuzzy statements for decision making problems

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dc.authorid0000-0002-5297-3109en_US
dc.contributor.authorIşık, Gürkan
dc.contributor.authorKaya, Ihsan
dc.date.accessioned2024-06-12T12:11:14Z
dc.date.available2024-06-12T12:11:14Z
dc.date.issued2022en_US
dc.departmentBTÜ, Mühendislik ve Doğa Bilimleri Fakültesi, Endüstri Mühendisliği Bölümüen_US
dc.description.abstractAs a combining concept of Pythagorean fuzzy sets (PFSs) and linguistic fuzzy sets (FSs), linguistic PFSs (LPFSs) has been suggested in the literature to deal with the uncertain and inconsistent information in multi-criteria decision making (MCDM) process. The LPFSs based procedure has been built by assuming that the experts make assessments suitable with PFS. It does not provide a mechanism to ensure the suitability of the assessments with theory of PFSs but there are other type of non-standard fuzzy sets such as Neutrosophic sets (NSs) used for modeling with inconsistent information. The main motivation of this study is to offer an assessment collection method to guarantee that the input statements will be Pythagorean fuzzy linguistic expressions. As a second motivation, it is aimed to extend the PFS method for the fuzzy modeling of the other type of decision-making problems apart from MCDM which do not require aggregation and comparison operations and continue with precise fuzzy modeling (PFM). The third motivation of this study is to offer enhancements on the LPFSs method to increase the sensitivity of the modeling while protecting the interpretability. For these purposes, a newmethodology based on LPFSs has been proposed and applied on a decision-making problem in a comparative way.en_US
dc.identifier.doi10.3233/JIFS-213384en_US
dc.identifier.endpage4894en_US
dc.identifier.issn1064-1246
dc.identifier.issn1875-8967
dc.identifier.issue4en_US
dc.identifier.scopusqualityQ1
dc.identifier.startpage4883en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12885/2263
dc.identifier.volume43en_US
dc.identifier.wosWOS:000841691300067
dc.identifier.wosqualityQ4
dc.institutionauthorIşık, Gürkan
dc.language.isoen
dc.publisherIOS PRESSen_US
dc.relation.ispartofJOURNAL OF INTELLIGENT & FUZZY SYSTEMSen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFuzzy modifiersen_US
dc.subjectfuzzy setsen_US
dc.subjectlinguistic termsen_US
dc.subjectpythagorean fuzzy setsen_US
dc.subjectlinguistic 2-tuple statementsen_US
dc.titleA new integrated methodology for constructing linguistic pythagorean fuzzy statements for decision making problemsen_US
dc.typeArticleen_US

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