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A Decision-Making Method with Grey Multi-Source Heterogeneous Data and Its Application in Green Supplier Selection

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  • Huifang Sun

    (College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China)

  • Yaoguo Dang

    (College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China)

  • Wenxin Mao

    (School of Economics and Management, Southeast University, Nanjing 211189, China)

Abstract

In view of the multi-attribute decision-making problem that the attribute values are grey multi-source heterogeneous data, a decision-making method based on kernel and greyness degree is proposed. The definitions of kernel and greyness degree of an extended grey number in a grey multi-source heterogeneous data sequence are given. On this basis, we construct the kernel vector and greyness degree vector of the sequence to whiten the multi-source heterogeneous information, then a grey relational bi-directional projection ranking method is presented. Considering the multi-attribute multi-level decision structure and the causalities between attributes in decision-making problem, the HG-DEMATEL method is proposed to determine the hierarchical attribute weights. A green supplier selection example is provided to demonstrate the rationality and validity of the proposed method.

Suggested Citation

  • Huifang Sun & Yaoguo Dang & Wenxin Mao, 2018. "A Decision-Making Method with Grey Multi-Source Heterogeneous Data and Its Application in Green Supplier Selection," IJERPH, MDPI, vol. 15(3), pages 1-24, March.
    • Handle: RePEc:gam:jijerp:v:15:y:2018:i:3:p:446-:d:134610
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    References listed on IDEAS

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    2. Zhikun Ding & Menglian Zhu & Zezhou Wu & Yanbin Fu & Xia Liu, 2018. "Combining AHP-Entropy Approach with GIS for Construction Waste Landfill Selection—A Case Study of Shenzhen," IJERPH, MDPI, vol. 15(10), pages 1-21, October.
    3. Debroy, Arindam & Dadsena, Krishna Kumar & Bhattacharjee, Pushparenu & Verma, Anuj & Verma, Meenakshi, 2024. "Evaluating the inhibitors in the growth of high-speed railway in India: A multi-stakeholder perspective," Transport Policy, Elsevier, vol. 155(C), pages 93-109.
    4. Chen Wang & Qingyan Yang & Shufen Dai, 2019. "Supplier Selection and Order Allocation under a Carbon Emission Trading Scheme: A Case Study from China," IJERPH, MDPI, vol. 17(1), pages 1-19, December.

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