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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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    References listed on IDEAS

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    Cited by:

    1. Scott, James & Ho, William & Dey, Prasanta K. & Talluri, Srinivas, 2015. "A decision support system for supplier selection and order allocation in stochastic, multi-stakeholder and multi-criteria environments," International Journal of Production Economics, Elsevier, vol. 166(C), pages 226-237.
    2. 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.
    3. 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.
    4. Mohammed, Ahmed & Harris, Irina & Govindan, Kannan, 2019. "A hybrid MCDM-FMOO approach for sustainable supplier selection and order allocation," International Journal of Production Economics, Elsevier, vol. 217(C), pages 171-184.
    5. Unal A. Kahraman, 0. "Analysis of interactions between performance indicators with fuzzy decision making approach in healthcare management," Journal of Intelligent Manufacturing, Springer, vol. 0, pages 1-16.
    6. Kheybari, Siamak & Rezaie, Fariba Mahdi & Farazmand, Hadis, 2020. "Analytic network process: An overview of applications," Applied Mathematics and Computation, Elsevier, vol. 367(C).
    7. 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.
    8. Dey, Prasanta Kumar & Bhattacharya, Arijit & Ho, William, 2015. "Strategic supplier performance evaluation: A case-based action research of a UK manufacturing organisation," International Journal of Production Economics, Elsevier, vol. 166(C), pages 192-214.
    9. 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.
    10. 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.
    11. 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.
    12. 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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    Keywords

    Multi-criteria; ANP; FANP; FMOLP; Supplier selection;

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