Fuzzy cognitive map based quality function deployment approach for dishwasher machine selection

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dc.contributor.authorEfe, Burak
dc.date.accessioned2024-02-23T14:02:10Z
dc.date.available2024-02-23T14:02:10Z
dc.date.issued2019
dc.departmentNEÜen_US
dc.description.abstractThe traditional quality function deployment (QFD) approach deals with the weights of customer requirements (CRs), relationships among CRs and design requirements (DRs), correlation among DRs by using crisp values. This paper uses fuzzy numbers to improve the drawbacks of the traditional QFD method because fuzzy numbers enable to make consistent decisions in uncertain environment to decision makers. The existing papers handle a simple multiplication operation to calculate the correlation among CRs and the correlation among DRs. This study proposes fuzzy cognitive map (FCM) approach to calculate these correlations so that FCM is a successful method to handle the interactions among criteria. This paper contributes to the literature by integrating QFD approach and fuzzy cognitive map approach. The weights of DRs are defined in the result of the proposed QFD approach. These weights are used to evaluate the dishwasher machine alternatives in intuitionistic fuzzy VIKOR method. Intuitionistic fuzzy number (IFS) ensures to handle more information than type-1 fuzzy number to describe the fuzziness and the uncertainty of the real life world. Finally, the proposed approach has been implemented to a dishwasher machine selection in order to test its validity. (C) 2019 Elsevier B.V. All rights reserved.en_US
dc.identifier.doi10.1016/j.asoc.2019.105660
dc.identifier.issn1568-4946
dc.identifier.issn1872-9681
dc.identifier.scopus2-s2.0-85070071368en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttps://doi.org/10.1016/j.asoc.2019.105660
dc.identifier.urihttps://hdl.handle.net/20.500.12452/11616
dc.identifier.volume83en_US
dc.identifier.wosWOS:000488100900066en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevieren_US
dc.relation.ispartofApplied Soft Computingen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectQuality Function Deploymenten_US
dc.subjectFuzzy Logicen_US
dc.subjectVikoren_US
dc.subjectIntuitionistic Fuzzy Numberen_US
dc.subjectDishwasher Machine Selectionen_US
dc.titleFuzzy cognitive map based quality function deployment approach for dishwasher machine selectionen_US
dc.typeArticleen_US

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