An integrated picture fuzzy Z-AHP & TOPSIS methodology: Application to solar panel selection

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dc.authoridTUYSUZ, NURDAN/0000-0002-0913-8351
dc.contributor.authorTuysuz, Nurdan
dc.contributor.authorKahraman, Cengiz
dc.date.accessioned2024-09-11T19:50:48Z
dc.date.available2024-09-11T19:50:48Z
dc.date.issued2023
dc.departmentİstanbul Gelişim Üniversitesien_US
dc.description.abstractAHP is the most popular multi-criteria decision-making (MCDM) method to prioritize the evaluation criteria and to rank the considered alternatives. TOPSIS method is another often used MCDM method based on negative and positive ideal solutions for the selection of the best alternative. Although the picture fuzzy extensions of the TOPSIS method are used to consider experts' hesitancy and refusal degrees in their judgments, there is a need to add reliability degrees to these judgments to provide better solutions and a reliable decision environment for real-life decision problems. This study presents a decision support tool that integrates the picture fuzzy Z-AHP (PF Z-AHP) method based on pairwise comparisons and a novel PF Z-TOPSIS method which includes reliability information for ranking the alternatives. The proposed PF Z-AHP&TOPSIS methodology is applied for solar energy panel selection problem to analyze the practicality and superiority of the methodology. The sensitivity analysis demonstrates the robustness of the proposed methodology, and the comparison analysis presents evidence that the reliability functions offered by Z-numbers have the potential to affect outcomes.en_US
dc.identifier.doi10.1016/j.asoc.2023.110951
dc.identifier.issn1568-4946
dc.identifier.issn1872-9681
dc.identifier.scopus2-s2.0-85175319507en_US
dc.identifier.urihttps://doi.org/10.1016/j.asoc.2023.110951
dc.identifier.urihttps://hdl.handle.net/11363/7676
dc.identifier.volume149en_US
dc.identifier.wosWOS:001106045500001en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_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.snmz20240903_Gen_US
dc.subjectPicture fuzzy setsen_US
dc.subjectAHPen_US
dc.subjectTOPSISen_US
dc.subjectZ-numbersen_US
dc.subjectSolar energy panel selectionen_US
dc.titleAn integrated picture fuzzy Z-AHP & TOPSIS methodology: Application to solar panel selectionen_US
dc.typeArticleen_US

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