An integrated multi-criteria decision-making framework for sustainable supplier selection under picture fuzzy environment
Sustainable supplier selection (SSS) is an important part of sustainable supply chain management (SSCM). In this paper, an integrated multi-criteria decision-making (MCDM) framework, based on the picture fuzzy exponential entropy, and the VIsekriterijumska optimizacija i KOmpromisno Resenje (VIKOR)...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Vilnius Gediminas Technical University
2020-06-01
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| Series: | Technological and Economic Development of Economy |
| Subjects: | |
| Online Access: | https://journals.vgtu.lt/index.php/TEDE/article/view/12110 |
| _version_ | 1818889864831041536 |
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| author | Juan-juan Peng Chao Tian Wen-yu Zhang Shuai Zhang Jian-qiang Wang |
| author_facet | Juan-juan Peng Chao Tian Wen-yu Zhang Shuai Zhang Jian-qiang Wang |
| author_sort | Juan-juan Peng |
| collection | DOAJ |
| description | Sustainable supplier selection (SSS) is an important part of sustainable supply chain management (SSCM). In this paper, an integrated multi-criteria decision-making (MCDM) framework, based on the picture fuzzy exponential entropy, and the VIsekriterijumska optimizacija i KOmpromisno Resenje (VIKOR) method, is proposed to manage SSS problems. Firstly, the evaluation criteria of SSS, including economic, environmental and social, is established. This can be evaluated in the form of the actual data or linguistic terms provided by suppliers and experts respectively in an actual decision-making process. Then, according to the translated scales, all the evaluation information can be converted into picture fuzzy numbers (PFNs). Secondly, the picture fuzzy exponential entropy is defined. Moreover, based on the entropy’s minimization principle, the defined picture fuzzy exponential entropy is used to determine the weight of the SSS’s criteria. Thirdly, the extended VIKOR method, which combines the grey correlation coefficient, is utilized to select a suitable supplier. This method avoids the shortcomings of the traditional VIKOR method in data mining and solves the conflict between SSS criteria. Finally, the feasibility and effectiveness of the proposed integrated decision framework are verified by an experiment, as well as a sensitivity analysis and comparative analysis.
First published online 28 February 2020 |
| first_indexed | 2024-12-19T17:15:48Z |
| format | Article |
| id | doaj.art-cb7b6fcdb1c74d55b4d89474a814a7e8 |
| institution | Directory Open Access Journal |
| issn | 2029-4913 2029-4921 |
| language | English |
| last_indexed | 2024-12-19T17:15:48Z |
| publishDate | 2020-06-01 |
| publisher | Vilnius Gediminas Technical University |
| record_format | Article |
| series | Technological and Economic Development of Economy |
| spelling | doaj.art-cb7b6fcdb1c74d55b4d89474a814a7e82022-12-21T20:12:54ZengVilnius Gediminas Technical UniversityTechnological and Economic Development of Economy2029-49132029-49212020-06-0126310.3846/tede.2020.12110An integrated multi-criteria decision-making framework for sustainable supplier selection under picture fuzzy environmentJuan-juan Peng0Chao Tian1Wen-yu Zhang2Shuai Zhang3Jian-qiang Wang4School of Information, Zhejiang University of Finance & Economics, 310018 Hangzhou, ChinaSchool of Information, Zhejiang University of Finance & Economics, 310018 Hangzhou, ChinaSchool of Information, Zhejiang University of Finance & Economics, 310018 Hangzhou, ChinaSchool of Information, Zhejiang University of Finance & Economics, 310018 Hangzhou, ChinaSchool of Business, Central South University, 410083 Changsha, ChinaSustainable supplier selection (SSS) is an important part of sustainable supply chain management (SSCM). In this paper, an integrated multi-criteria decision-making (MCDM) framework, based on the picture fuzzy exponential entropy, and the VIsekriterijumska optimizacija i KOmpromisno Resenje (VIKOR) method, is proposed to manage SSS problems. Firstly, the evaluation criteria of SSS, including economic, environmental and social, is established. This can be evaluated in the form of the actual data or linguistic terms provided by suppliers and experts respectively in an actual decision-making process. Then, according to the translated scales, all the evaluation information can be converted into picture fuzzy numbers (PFNs). Secondly, the picture fuzzy exponential entropy is defined. Moreover, based on the entropy’s minimization principle, the defined picture fuzzy exponential entropy is used to determine the weight of the SSS’s criteria. Thirdly, the extended VIKOR method, which combines the grey correlation coefficient, is utilized to select a suitable supplier. This method avoids the shortcomings of the traditional VIKOR method in data mining and solves the conflict between SSS criteria. Finally, the feasibility and effectiveness of the proposed integrated decision framework are verified by an experiment, as well as a sensitivity analysis and comparative analysis. First published online 28 February 2020https://journals.vgtu.lt/index.php/TEDE/article/view/12110sustainable supplier selectionmulti-criteria decision-makingpicture fuzzy numbersVIKORexponential entropy |
| spellingShingle | Juan-juan Peng Chao Tian Wen-yu Zhang Shuai Zhang Jian-qiang Wang An integrated multi-criteria decision-making framework for sustainable supplier selection under picture fuzzy environment Technological and Economic Development of Economy sustainable supplier selection multi-criteria decision-making picture fuzzy numbers VIKOR exponential entropy |
| title | An integrated multi-criteria decision-making framework for sustainable supplier selection under picture fuzzy environment |
| title_full | An integrated multi-criteria decision-making framework for sustainable supplier selection under picture fuzzy environment |
| title_fullStr | An integrated multi-criteria decision-making framework for sustainable supplier selection under picture fuzzy environment |
| title_full_unstemmed | An integrated multi-criteria decision-making framework for sustainable supplier selection under picture fuzzy environment |
| title_short | An integrated multi-criteria decision-making framework for sustainable supplier selection under picture fuzzy environment |
| title_sort | integrated multi criteria decision making framework for sustainable supplier selection under picture fuzzy environment |
| topic | sustainable supplier selection multi-criteria decision-making picture fuzzy numbers VIKOR exponential entropy |
| url | https://journals.vgtu.lt/index.php/TEDE/article/view/12110 |
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