A large-scale supplier evaluation approach for circular economy in the presence of circular criteria interactions and weight consistency

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dc.authorscopusidWitold Pedrycz / 58861905800
dc.authorwosidWitold Pedrycz / HJZ-2779-2023
dc.contributor.authorWang, Jiali
dc.contributor.authorJiang, Wenqi
dc.contributor.authorHuang, Ting
dc.contributor.authorPedrycz, Witold
dc.date.accessioned2025-04-17T11:38:43Z
dc.date.available2025-04-17T11:38:43Z
dc.date.issued2025
dc.departmentİstinye Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümü
dc.description.abstractCircular economy (CE) is an economic model in which we achieve sustainable development through resource recovery, reuse, and remanufacturing. Large-scale supplier evaluation is crucial for ensuring the sustainability of the CE supply chain and efficient utilization of resources. Especially, criterion interaction and consistency of criterion weights are two key factors of large suppliers' evaluation in CE. However, current research often overlooks these key factors, this study proposes a large-scale supplier evaluation approach in CE to address these issues. The novel aspects of the proposed approach come with considering the interaction between circular and non-circular criteria, as well as eliminating the impact of large-scale complex information on the consistency of criterion weights. Firstly, large-scale hesitant evaluation information is fused by evidence reasoning, and interaction rules between circular and non-circular criteria are established. Then, the interaction weights of the criteria are obtained based on the interaction of circular criteria, and the comprehensive criteria weights are determined by an improved best-worst method. Next, the decision makers' weights are generated by the utility value of the circular criterion. Finally, the results of numerical example and analysis show that 86% of the supplier ranking results are stable, and the consistency of the proposed approach is 0.9757, indicating that the proposed approach exhibits high validity and reliability. It emphasizes the significance of the supplier's circular ability in CE and reduces the interference of large-scale complex information on the consistency of evaluation results.
dc.description.sponsorshipNational Natural Science Foundation of China Humanities and Social Science Fund of Ministry of Education of China
dc.identifier.citationWang, J., Jiang, W., Huang, T., & Pedrycz, W. (2025). A large-scale supplier evaluation approach for circular economy in the presence of circular criteria interactions and weight consistency. Expert Systems with Applications, 261, 125500.
dc.identifier.doi10.1016/j.eswa.2024.125500
dc.identifier.endpage17
dc.identifier.issn0957-4174
dc.identifier.issn1873-6793
dc.identifier.scopus2-s2.0-85205830284
dc.identifier.scopusqualityQ1
dc.identifier.startpage1
dc.identifier.urihttp://dx.doi.org/10.1016/j.eswa.2024.125500
dc.identifier.urihttps://hdl.handle.net/20.500.12713/6227
dc.identifier.volume261
dc.identifier.wosWOS:001334065100001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorPedrycz, Witold
dc.institutionauthoridWitold Pedrycz / 0000-0002-9335-9930
dc.language.isoen
dc.publisherElsevier ltd
dc.relation.ispartofExpert systems with applications
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectCircular Economy
dc.subjectCriteria Interaction
dc.subjectMulti-Criteria Group Decision-Making
dc.subjectSupplier Evaluation
dc.subjectWeight Consistency
dc.titleA large-scale supplier evaluation approach for circular economy in the presence of circular criteria interactions and weight consistency
dc.typeArticle

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