An intelligent approach for the evaluation of innovation projects

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dc.contributor.authorSamanlıoğlu, Funda
dc.contributor.authorAyağ, Zeki
dc.date.accessioned2020-06-08T19:52:38Z
dc.date.available2020-06-08T19:52:38Z
dc.date.issued2020
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Endüstri Mühendisliği Bölümüen_US
dc.description.abstractIn this study, an intelligent approach is presented for the evaluation and selection of innovation projects. Selecting the best innovation project is a complicated multiple criteria decision making (MCDM) problem with several potentially competing quantitative and qualitative criteria. In this paper, two hesitant fuzzy MCDM methods; hesitant fuzzy Analytic Hierarchy Process (hesitant F-AHP) and hesitant fuzzy VIsekriterijumska optimizacija i KOmpromisno Resenje (hesitant F-VIKOR) are integrated to evaluate and rank innovation projects. In the hesitant fuzzy AHP-VIKOR, hesitant F-AHP is used to find fuzzy evaluation criteria weights and hesitant F-VIKOR is implemented to rank innovation project alternatives. A numerical example is given where five innovation projects are evaluated based on nine criteria by three decision makers.en_US
dc.identifier.citation14
dc.identifier.doi10.3233/JIFS-179458en_US
dc.identifier.endpage915en_US
dc.identifier.issn1064-1246en_US
dc.identifier.issn1875-8967en_US
dc.identifier.issn1064-1246
dc.identifier.issn1875-8967
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-85078327162en_US
dc.identifier.scopusqualityQ2
dc.identifier.startpage905en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12469/2896
dc.identifier.urihttps://doi.org/10.3233/JIFS-179458
dc.identifier.volume38en_US
dc.identifier.wosWOS:000506856200085en_US
dc.identifier.wosqualityN/A
dc.institutionauthorSamanlıoğlu, Fundaen_US
dc.institutionauthorAyaǧ, Zekien_US
dc.language.isoenen_US
dc.publisherIOS Pressen_US
dc.relation.journalJournal of Intelligent & Fuzzy Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/embargoedAccessen_US
dc.subjectInnovation project selectionen_US
dc.subjectFuzzyen_US
dc.subjectMultiple-criteria decision makingen_US
dc.subjectAHPen_US
dc.subjectVIKORen_US
dc.titleAn intelligent approach for the evaluation of innovation projectsen_US
dc.typeArticleen_US
dspace.entity.typePublication
relation.isAuthorOfPublication4e74c274-0592-4792-ac57-00061bd273aa
relation.isAuthorOfPublication08cbab4b-8ed5-48fe-bb67-0488cc0af5a3
relation.isAuthorOfPublication.latestForDiscovery4e74c274-0592-4792-ac57-00061bd273aa

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