Comparative analysis of crisp and fuzzy multi- criteria decision making methods for supplier selection in an automotive manufacturing industry
Selecting a supplier is a crucial task in today’s competitive business environment. A systematic, trusted and supportive method of evaluating supplier is necessary to select the right supplier that meets customers’ expectation in ensuring an efficient continuous supply chain. Multi-Criteria Decision...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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ExcelingTech Publishers
2019
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| Online Access: | https://repo.uum.edu.my/id/eprint/25709/1/IJSCM%208%201%202019%20951%20955.pdf |
| _version_ | 1803628989703520256 |
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| author | Ahmad, Nazihah Mat Kasim, Maznah KRS, Shanmugam |
| author_facet | Ahmad, Nazihah Mat Kasim, Maznah KRS, Shanmugam |
| author_sort | Ahmad, Nazihah |
| collection | UUM |
| description | Selecting a supplier is a crucial task in today’s competitive business environment. A systematic, trusted and supportive method of evaluating supplier is necessary to select the right supplier that meets customers’ expectation in ensuring an efficient continuous supply chain. Multi-Criteria Decision Making (MCDM) methods are able to handle this complex problem when there are many suppliers with multiple conflict criteria. Thus, the aim of this paper is to conduct a comparative analysis of the use of crisp and fuzzy MCDM methods for supplier selection in an automotive manufacturing industry. Four methods; AHP-AHP, AHP-VIKOR, FAHP-FAHP, FAHP-VIKOR are used to calculate the relative importance of five criteria and sixteen sub-criteria and ranking eighteen suppliers. Results show that different methods provide a quite similar ranking of suppliers. |
| first_indexed | 2024-07-04T06:30:43Z |
| format | Article |
| id | uum-25709 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T06:30:43Z |
| publishDate | 2019 |
| publisher | ExcelingTech Publishers |
| record_format | dspace |
| spelling | uum-257092019-03-07T06:18:07Z https://repo.uum.edu.my/id/eprint/25709/ Comparative analysis of crisp and fuzzy multi- criteria decision making methods for supplier selection in an automotive manufacturing industry Ahmad, Nazihah Mat Kasim, Maznah KRS, Shanmugam QA75 Electronic computers. Computer science Selecting a supplier is a crucial task in today’s competitive business environment. A systematic, trusted and supportive method of evaluating supplier is necessary to select the right supplier that meets customers’ expectation in ensuring an efficient continuous supply chain. Multi-Criteria Decision Making (MCDM) methods are able to handle this complex problem when there are many suppliers with multiple conflict criteria. Thus, the aim of this paper is to conduct a comparative analysis of the use of crisp and fuzzy MCDM methods for supplier selection in an automotive manufacturing industry. Four methods; AHP-AHP, AHP-VIKOR, FAHP-FAHP, FAHP-VIKOR are used to calculate the relative importance of five criteria and sixteen sub-criteria and ranking eighteen suppliers. Results show that different methods provide a quite similar ranking of suppliers. ExcelingTech Publishers 2019 Article PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/25709/1/IJSCM%208%201%202019%20951%20955.pdf Ahmad, Nazihah and Mat Kasim, Maznah and KRS, Shanmugam (2019) Comparative analysis of crisp and fuzzy multi- criteria decision making methods for supplier selection in an automotive manufacturing industry. International Journal of Supply Chain Management (IJSCM), 8 (1). pp. 951-955. ISSN 2050-7399 http://ojs.excelingtech.co.uk/index.php/IJSCM/article/view/2881 |
| spellingShingle | QA75 Electronic computers. Computer science Ahmad, Nazihah Mat Kasim, Maznah KRS, Shanmugam Comparative analysis of crisp and fuzzy multi- criteria decision making methods for supplier selection in an automotive manufacturing industry |
| title | Comparative analysis of crisp and fuzzy multi- criteria decision making methods for supplier selection in an automotive manufacturing industry |
| title_full | Comparative analysis of crisp and fuzzy multi- criteria decision making methods for supplier selection in an automotive manufacturing industry |
| title_fullStr | Comparative analysis of crisp and fuzzy multi- criteria decision making methods for supplier selection in an automotive manufacturing industry |
| title_full_unstemmed | Comparative analysis of crisp and fuzzy multi- criteria decision making methods for supplier selection in an automotive manufacturing industry |
| title_short | Comparative analysis of crisp and fuzzy multi- criteria decision making methods for supplier selection in an automotive manufacturing industry |
| title_sort | comparative analysis of crisp and fuzzy multi criteria decision making methods for supplier selection in an automotive manufacturing industry |
| topic | QA75 Electronic computers. Computer science |
| url | https://repo.uum.edu.my/id/eprint/25709/1/IJSCM%208%201%202019%20951%20955.pdf |
| work_keys_str_mv | AT ahmadnazihah comparativeanalysisofcrispandfuzzymulticriteriadecisionmakingmethodsforsupplierselectioninanautomotivemanufacturingindustry AT matkasimmaznah comparativeanalysisofcrispandfuzzymulticriteriadecisionmakingmethodsforsupplierselectioninanautomotivemanufacturingindustry AT krsshanmugam comparativeanalysisofcrispandfuzzymulticriteriadecisionmakingmethodsforsupplierselectioninanautomotivemanufacturingindustry |