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An integrated model for supplier selection under a fuzzy situation

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  • Lin, Rong-Ho

Abstract

Supplier selection as an essential component of supply chain management is usually a multi-criteria decision problem which, in actual business contexts, may have to be solved in the absence of precise information. To tackle with the multiple criteria and the inherent uncertainty in supplier selection, this study propose to adopt the fuzzy analytic network process (FANP) approach first to identify top suppliers by considering the effects of interdependence among selection criteria and to handle inconsistent and uncertain judgments. FANP is then integrated with fuzzy multi-objective linear programming (FMOLP) in selecting the best suppliers for achieving optimal order allocation under fuzzy conditions.

Suggested Citation

  • Lin, Rong-Ho, 2012. "An integrated model for supplier selection under a fuzzy situation," International Journal of Production Economics, Elsevier, vol. 138(1), pages 55-61.
    • Handle: RePEc:eee:proeco:v:138:y:2012:i:1:p:55-61
    DOI: 10.1016/j.ijpe.2012.02.024
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    3. Marina Segura & Concepción Maroto & Baldomero Segura & José Carlos Casas-Rosal, 2020. "Improving Food Supply Chain Management by a Sustainable Approach to Supplier Evaluation," Mathematics, MDPI, vol. 8(11), pages 1-23, November.
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    5. Almalky,, 2020. "An Integrated Multi‐Criteria Decision Support Framework for the Selection of Suppliers in Small and Medium Enterprises based on Green Innovation Ability," OSF Preprints 3cg8j, Center for Open Science.
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    7. Ehsan Afshar Bakeshlou & Alireza Arshadi Khamseh & Mohammad Ali Goudarzian Asl & Javad Sadeghi & Mostafa Abbaszadeh, 2017. "Evaluating a green supplier selection problem using a hybrid MODM algorithm," Journal of Intelligent Manufacturing, Springer, vol. 28(4), pages 913-927, April.
    8. Lihua Liu & Lai Soon Lee & Hsin-Vonn Seow & Chuei Yee Chen, 2022. "Logistics Center Location-Inventory-Routing Problem Optimization: A Systematic Review Using PRISMA Method," Sustainability, MDPI, vol. 14(23), pages 1-39, November.
    9. Giuseppe Caristi & Raffaele Boffardi & Cristina Ciliberto & Roberta Arbolino & Giuseppe Ioppolo, 2022. "Multicriteria Approach for Supplier Selection: Evidence from a Case Study in the Fashion Industry," Sustainability, MDPI, vol. 14(13), pages 1-21, June.
    10. Zeki Ayağ & Funda Samanlioglu, 2016. "An intelligent approach to supplier evaluation in automotive sector," Journal of Intelligent Manufacturing, Springer, vol. 27(4), pages 889-903, August.
    11. M. Tadaros & A. Migdalas, 2022. "Bi- and multi-objective location routing problems: classification and literature review," Operational Research, Springer, vol. 22(5), pages 4641-4683, November.
    12. Kheybari, Siamak & Rezaie, Fariba Mahdi & Farazmand, Hadis, 2020. "Analytic network process: An overview of applications," Applied Mathematics and Computation, Elsevier, vol. 367(C).
    13. Marina Segura & Concepción Maroto & Baldomero Segura, 2019. "Quantifying the Sustainability of Products and Suppliers in Food Distribution Companies," Sustainability, MDPI, vol. 11(21), pages 1-18, October.
    14. Quezada, Luis E. & López-Ospina, Héctor A., 2014. "A method for designing a strategy map using AHP and linear programming," International Journal of Production Economics, Elsevier, vol. 158(C), pages 244-255.
    15. Elham Dehghan Manshadi & Mohamad Reza Mehregan & Hossein Safari, 2015. "Supplier Classification Using UTADIS Method Based on Performance Criteria," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 5(2), pages 31-45, February.
    16. Weihua Liu & Shuqing Wang & DongLei Zhu & Di Wang & Xinran Shen, 2018. "Order allocation of logistics service supply chain with fairness concern and demand updating: model analysis and empirical examination," Annals of Operations Research, Springer, vol. 268(1), pages 177-213, September.
    17. Chang, Liu & Ouzrout, Yacine & Nongaillard, Antoine & Bouras, Abdelaziz & Jiliu, Zhou, 2014. "Multi-criteria decision making based on trust and reputation in supply chain," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 362-372.
    18. Hashemi, Seyed Hamid & Karimi, Amir & Tavana, Madjid, 2015. "An integrated green supplier selection approach with analytic network process and improved Grey relational analysis," International Journal of Production Economics, Elsevier, vol. 159(C), pages 178-191.

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