Integrating sustainability into supplier selection: a grey-based TOPSIS analysis
Sustainable supplier selection plays an important role in sustainable supply chain management operations and implementation. In this paper a novel formal modeling approach is conceptually developed and presented to address sustainable supplier selection. Grey theory and TOPSIS, a distance based mul...
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Vilnius Gediminas Technical University
2018-11-01
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doaj-c7fda31748e34de083f43646fa5f59a42021-07-02T08:44:36ZengVilnius Gediminas Technical UniversityTechnological and Economic Development of Economy2029-49132029-49212018-11-0124610.3846/tede.2018.5582Integrating sustainability into supplier selection: a grey-based TOPSIS analysisChunguang Bai0Joseph Sarkis1School of Management and Economics, University of Electronic Science and Technology of China, No. 2006, Xiyuan Ave, West Hi-Tech Zone, 611731, Chengdu, P. R. ChinaSchool of Business, Worcester Polytechnic Institute, 100 Institute Road, Worcester, MA 01609-2280, USA Sustainable supplier selection plays an important role in sustainable supply chain management operations and implementation. In this paper a novel formal modeling approach is conceptually developed and presented to address sustainable supplier selection. Grey theory and TOPSIS, a distance based multiple criteria method, are used for the integration and evaluation of sustainable supplier performance for sustainable supplier selection. From a research perspective, TOPSIS is improved to more effectively deal with grey numbers by integrating a degree of likelihood rather than converting grey numbers into crisp numbers functions, and it provides more flexible supplier rankings. This methodology strengthens the sustainable supplier selection process, and can be applied to other multiple criteria decision making problems. Illustrative calculations are made using data on sustainable supplier selection and evaluation published by Bai and Sarkis (2010). The technique is relatively accurate, matching well with results from a published grey rough set approach. The methodology easily implementable with minimal complex calculations required. It can also provide support for sustainable supplier selection, benchmarking, and improvement decisions. This is one of the first papers to integrate a broad set of sustainability factors for grey-based TOPSIS and supplier selection. https://journals.vgtu.lt/index.php/TEDE/article/view/5582supply chain managementmultiple criteria evaluationsupplier selectionperformance evaluationgrey set theoryTOPSIS |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Chunguang Bai Joseph Sarkis |
spellingShingle |
Chunguang Bai Joseph Sarkis Integrating sustainability into supplier selection: a grey-based TOPSIS analysis Technological and Economic Development of Economy supply chain management multiple criteria evaluation supplier selection performance evaluation grey set theory TOPSIS |
author_facet |
Chunguang Bai Joseph Sarkis |
author_sort |
Chunguang Bai |
title |
Integrating sustainability into supplier selection: a grey-based TOPSIS analysis |
title_short |
Integrating sustainability into supplier selection: a grey-based TOPSIS analysis |
title_full |
Integrating sustainability into supplier selection: a grey-based TOPSIS analysis |
title_fullStr |
Integrating sustainability into supplier selection: a grey-based TOPSIS analysis |
title_full_unstemmed |
Integrating sustainability into supplier selection: a grey-based TOPSIS analysis |
title_sort |
integrating sustainability into supplier selection: a grey-based topsis analysis |
publisher |
Vilnius Gediminas Technical University |
series |
Technological and Economic Development of Economy |
issn |
2029-4913 2029-4921 |
publishDate |
2018-11-01 |
description |
Sustainable supplier selection plays an important role in sustainable supply chain management operations and implementation. In this paper a novel formal modeling approach is conceptually developed and presented to address sustainable supplier selection. Grey theory and TOPSIS, a distance based multiple criteria method, are used for the integration and evaluation of sustainable supplier performance for sustainable supplier selection. From a research perspective, TOPSIS is improved to more effectively deal with grey numbers by integrating a degree of likelihood rather than converting grey numbers into crisp numbers functions, and it provides more flexible supplier rankings. This methodology strengthens the sustainable supplier selection process, and can be applied to other multiple criteria decision making problems. Illustrative calculations are made using data on sustainable supplier selection and evaluation published by Bai and Sarkis (2010). The technique is relatively accurate, matching well with results from a published grey rough set approach. The methodology easily implementable with minimal complex calculations required. It can also provide support for sustainable supplier selection, benchmarking, and improvement decisions. This is one of the first papers to integrate a broad set of sustainability factors for grey-based TOPSIS and supplier selection.
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topic |
supply chain management multiple criteria evaluation supplier selection performance evaluation grey set theory TOPSIS |
url |
https://journals.vgtu.lt/index.php/TEDE/article/view/5582 |
work_keys_str_mv |
AT chunguangbai integratingsustainabilityintosupplierselectionagreybasedtopsisanalysis AT josephsarkis integratingsustainabilityintosupplierselectionagreybasedtopsisanalysis |
_version_ |
1721334327131766784 |