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Green Supplier Evaluation and Selection Using Cloud Model Theory and the QUALIFLEX Method

Author

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  • Ke-Qin Wang

    (School of Management, Northwestern Polytechnical University, Xi’an 710072, China)

  • Hu-Chen Liu

    (School of Management, Shanghai University, Shanghai 200444, China)

  • Liping Liu

    (Business School, Nanjing Normal University, Nanjing 210023, China)

  • Jia Huang

    (School of Management, Shanghai University, Shanghai 200444, China)

Abstract

Nowadays, companies have to improve their practices in the management of green supply chain with increased awareness of environmental issues worldwide. Selecting the optimum green supplier is crucial for green supply chain management, which is a challenging multi-criteria decision making (MCDM) problem. Moreover, while evaluating the performance of alternative suppliers, decision makers tend to determine their assessments using linguistic descriptors due to experts’ vague knowledge and information deficiency. Therefore, this paper develops an integrated MCDM model based on the cloud model and QUALIFLEX (qualitative flexible multiple criteria method) approach to assess the green performance of companies under economic and environmental criteria. For the introduced model, the linguistic terms, expressed in normal clouds, are utilized to assess alternatives against each selection criterion. A linear programming model is established to compute the weights of criteria with unknown or incompletely known weight information. An extended QUALIFLEX approach is proposed and used to select the most suitable green supplier. Finally, the proposed green supplier selection method is demonstrated by an empirical example of an auto manufacturer to confirm its rationality and effectiveness.

Suggested Citation

  • Ke-Qin Wang & Hu-Chen Liu & Liping Liu & Jia Huang, 2017. "Green Supplier Evaluation and Selection Using Cloud Model Theory and the QUALIFLEX Method," Sustainability, MDPI, vol. 9(5), pages 1-17, April.
    • Handle: RePEc:gam:jsusta:v:9:y:2017:i:5:p:688-:d:96994
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    as
    1. Lin Li & Fangfang Fan & Li Ma & Ziran Tang, 2016. "Energy Utilization Evaluation of Carbon Performance in Public Projects by FAHP and Cloud Model," Sustainability, MDPI, vol. 8(7), pages 1-18, July.
    2. Yi-Xi Xue & Jian-Xin You & Xufeng Zhao & Hu-Chen Liu, 2016. "An integrated linguistic MCDM approach for robot evaluation and selection with incomplete weight information," International Journal of Production Research, Taylor & Francis Journals, vol. 54(18), pages 5452-5467, September.
    3. Zhang-peng Tian & Jing Wang & Jian-qiang Wang & Hong-yu Zhang, 2017. "Simplified Neutrosophic Linguistic Multi-criteria Group Decision-Making Approach to Green Product Development," Group Decision and Negotiation, Springer, vol. 26(3), pages 597-627, May.
    4. Che-Wei Tsui & Gwo-Hshiung Tzeng & Ue-Pyng Wen, 2015. "A hybrid MCDM approach for improving the performance of green suppliers in the TFT-LCD industry," International Journal of Production Research, Taylor & Francis Journals, vol. 53(21), pages 6436-6454, November.
    5. Sarkis, Joseph & Dhavale, Dileep G., 2015. "Supplier selection for sustainable operations: A triple-bottom-line approach using a Bayesian framework," International Journal of Production Economics, Elsevier, vol. 166(C), pages 177-191.
    6. Kannan, Devika & Jabbour, Ana Beatriz Lopes de Sousa & Jabbour, Charbel José Chiappetta, 2014. "Selecting green suppliers based on GSCM practices: Using fuzzy TOPSIS applied to a Brazilian electronics company," European Journal of Operational Research, Elsevier, vol. 233(2), pages 432-447.
    7. Jian-qiang Wang & Juan-juan Peng & Hong-yu Zhang & Tao Liu & Xiao-hong Chen, 2015. "An Uncertain Linguistic Multi-criteria Group Decision-Making Method Based on a Cloud Model," Group Decision and Negotiation, Springer, vol. 24(1), pages 171-192, January.
    8. Paelinck, J. H. P., 1978. "Qualiflex: A flexible multiple-criteria method," Economics Letters, Elsevier, vol. 1(3), pages 193-197.
    9. Xiaolu Zhang & Zeshui Xu & Manfeng Liu, 2016. "Hesitant Trapezoidal Fuzzy QUALIFLEX Method and Its Application in the Evaluation of Green Supply Chain Initiatives," Sustainability, MDPI, vol. 8(9), pages 1-17, September.
    10. Hu-Chen Liu & Jian-Xin You & Shouming Chen & Yi-Zeng Chen, 2016. "An integrated failure mode and effect analysis approach for accurate risk assessment under uncertainty," IISE Transactions, Taylor & Francis Journals, vol. 48(11), pages 1027-1042, November.
    11. Juan-juan Peng & Jian-qiang Wang & Wu-E Yang, 2017. "A multi-valued neutrosophic qualitative flexible approach based on likelihood for multi-criteria decision-making problems," International Journal of Systems Science, Taylor & Francis Journals, vol. 48(2), pages 425-435, January.
    12. Ting-Yu Chen, 2013. "Data Construction Process And Qualiflex-Based Method For Multiple-Criteria Group Decision Making With Interval-Valued Intuitionistic Fuzzy Sets," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 12(03), pages 425-467.
    13. Chen, Ting-Yu & Chang, Chien-Hung & Rachel Lu, Jui-fen, 2013. "The extended QUALIFLEX method for multiple criteria decision analysis based on interval type-2 fuzzy sets and applications to medical decision making," European Journal of Operational Research, Elsevier, vol. 226(3), pages 615-625.
    14. Huiru Zhao & Nana Li, 2015. "Risk Evaluation of a UHV Power Transmission Construction Project Based on a Cloud Model and FCE Method for Sustainability," Sustainability, MDPI, vol. 7(3), pages 1-30, March.
    15. 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.
    16. 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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