A Fuzzy–Rough MCDM Approach for Selecting Green Suppliers in the Furniture Manufacturing Industry: A Case Study of Eco-Friendly Material Production

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dc.citation.spage10745
dc.citation.volume15
dc.contributor.authorChen, Xuemei
dc.contributor.authorZhou, Bin
dc.contributor.authorŠtilić, Anđelka
dc.contributor.authorStević, Željko
dc.contributor.authorPuška, Adis
dc.date.accessioned2024-11-29T11:03:23Z
dc.date.available2024-11-29T11:03:23Z
dc.date.issued2023
dc.description.abstractGreen supplier selection is always one of the most important challenges in all of supply chain management, especially for production companies. The purpose is to have reliable suppliers which can fulfill all requests and be flexible in any supply chain stage. The aim of this paper is to create an adequate and strong MCDM (multicriteria decision making) model for the evaluation and selection of suppliers in a real environment. The main contribution of this study is proposing a novel fuzzy–rough MCDM model containing extension stepwise weight assessment ratio analysis (SWARA) and additive ratio assessment (ARAS) methods with fuzzy–rough numbers (FRN). The integrated FRN SWARA–FRN ARAS model was implemented in a case study of eco-friendly material production. The FRN SWARA method was used to calculate the weights of 10 green criteria, while using FRN ARAS, 6 suppliers were evaluated. The results of the applied model show that supplier S3 received the highest ranking, followed by supplier S2, while supplier S5 performed the poorest. In order to verify the strengths of the developed fuzzy–rough approach, we created a comparative analysis, sensitivity analysis, and dynamic matrix, which confirm the robustness of our model.
dc.identifier.doi10.3390/su151310745
dc.identifier.urihttps://vaseljena.ues.rs.ba/handle/123456789/1364
dc.language.isoen
dc.publisherMDPI
dc.sourceSustainability
dc.subjectfuzzy–rough approach; FRNSWARA; FRNARAS; green supplier; furnituremanufacturing
dc.titleA Fuzzy–Rough MCDM Approach for Selecting Green Suppliers in the Furniture Manufacturing Industry: A Case Study of Eco-Friendly Material Production
dc.typeArticle
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Саобраћајни факултет [Научни радови] / Faculty of Transport and Traffic Engineering [Scientific papers]