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A TODIM-Based Decision Support Framework for G-Resilient Supplier Selection in Fuzzy Environment

Author

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  • Dilip Kumar Sen

    (Department of Mechanical Engineering, National Institute of Technology, Rourkela 769008, Odisha, India)

  • Saurav Datta

    (Department of Mechanical Engineering, National Institute of Technology, Rourkela 769008, Odisha, India)

  • Siba Sankar Mahapatra

    (Department of Mechanical Engineering, National Institute of Technology, Rourkela 769008, Odisha, India)

Abstract

A novel decision support framework has been proposed herein to solve supplier selection problems by considering green as well as resiliency criteria, simultaneously. In this work subjectivity of evaluation criteria has been tackled by exploring fuzzy set theory. A dominance based approach has been conceptualized which is basically a simplified version of TODIM. Application potential of the proposed dominance based fuzzy decision making approach has been compared to that of fuzzy-TOPSIS, fuzzy-VIKOR and also fuzzy-TODIM. The concept of a unique performance index, i.e. “g-resilient” index has been introduced here to help in assessing suppliers’ performance and thereby selecting the best candidate. The work has also been extended to identify the areas in which suppliers are lagging; these seek further improvement towards g-resilient suppliers’ performance to be boosted up to the desired level.

Suggested Citation

  • Dilip Kumar Sen & Saurav Datta & Siba Sankar Mahapatra, 2016. "A TODIM-Based Decision Support Framework for G-Resilient Supplier Selection in Fuzzy Environment," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 33(05), pages 1-40, October.
    • Handle: RePEc:wsi:apjorx:v:33:y:2016:i:05:n:s0217595916500330
    DOI: 10.1142/S0217595916500330
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    References listed on IDEAS

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    1. Handfield, Robert & Walton, Steven V. & Sroufe, Robert & Melnyk, Steven A., 2002. "Applying environmental criteria to supplier assessment: A study in the application of the Analytical Hierarchy Process," European Journal of Operational Research, Elsevier, vol. 141(1), pages 70-87, August.
    2. Özgür Yazlali & Feryal Erhun, 2009. "Dual-supply inventory problem with capacity limits on order sizes and unrestricted ordering costs," IISE Transactions, Taylor & Francis Journals, vol. 41(8), pages 716-729.
    3. Robert Handfield & Robert Sroufe & Steven Walton, 2005. "Integrating environmental management and supply chain strategies," Business Strategy and the Environment, Wiley Blackwell, vol. 14(1), pages 1-19, January.
    4. Zhu, Qinghua & Sarkis, Joseph & Lai, Kee-hung, 2008. "Confirmation of a measurement model for green supply chain management practices implementation," International Journal of Production Economics, Elsevier, vol. 111(2), pages 261-273, February.
    5. Saurav Datta & Chitrasen Samantra & Siba Sankar Mahapatra & Sabyasachi Banerjee & Asish Bandyopadhyay, 2012. "Green supplier evaluation and selection using VIKOR method embedded in fuzzy expert system with interval-valued fuzzy numbers," International Journal of Procurement Management, Inderscience Enterprises Ltd, vol. 5(5), pages 647-678.
    6. Chen, Chen-Tung & Lin, Ching-Torng & Huang, Sue-Fn, 2006. "A fuzzy approach for supplier evaluation and selection in supply chain management," International Journal of Production Economics, Elsevier, vol. 102(2), pages 289-301, August.
    7. Tang, Ou & Nurmaya Musa, S., 2011. "Identifying risk issues and research advancements in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 133(1), pages 25-34, September.
    8. Autran Monteiro Gomes, Luiz Flávio & Duncan Rangel, LuI´s Alberto, 2009. "An application of the TODIM method to the multicriteria rental evaluation of residential properties," European Journal of Operational Research, Elsevier, vol. 193(1), pages 204-211, February.
    9. Awasthi, Anjali & Chauhan, Satyaveer S. & Goyal, S.K., 2010. "A fuzzy multicriteria approach for evaluating environmental performance of suppliers," International Journal of Production Economics, Elsevier, vol. 126(2), pages 370-378, August.
    10. 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.
    11. Bai, Chunguang & Sarkis, Joseph, 2010. "Integrating sustainability into supplier selection with grey system and rough set methodologies," International Journal of Production Economics, Elsevier, vol. 124(1), pages 252-264, March.
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    Cited by:

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