A Simulated Annealing Approach to Solve Fuzzy Multi-Objective Linear Model for Supplier Selection in a Supply Chain
Abstract—Suppliers play a key role in achieving the objective of supply chain. Hence selecting the right suppliers and their quota allocation is a very important in achieving corporate competition. Supplier selection is a multiple criteria decision-making (MCDM) problem which is affected by several...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2010
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| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/3230/ http://scholars.utp.edu.my/id/eprint/3230/1/ITSP_P2_1.pdf |
| _version_ | 1848659369633251328 |
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| author | Parthiban, P Dominic P, Dhanapal Durai dhanalakshmi, p |
| author_facet | Parthiban, P Dominic P, Dhanapal Durai dhanalakshmi, p |
| author_sort | Parthiban, P |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | Abstract—Suppliers play a key role in achieving the objective of supply chain. Hence selecting the right suppliers and their quota allocation is a very important in achieving corporate competition. Supplier selection is a multiple criteria decision-making (MCDM) problem which is affected by several factors. At the same time due to the presence of vague and imprecise input parameters, makes the supplier selection complicated. During this project a fuzzy Multi-objective linear model is developed to achieve three important goals: Cost minimization, Quality maximization and Service level maximization and further it is converted into crisp single objective programming model using membership functions of the three objectives. Finally the
problem is solved by using simulated annealing algorithm to
enable the decision-maker to select the right suppliers and
allocate their quota in order to minimize the cost, maximize the quality level and again maximize the service level. |
| first_indexed | 2025-11-13T07:29:20Z |
| format | Conference or Workshop Item |
| id | oai:scholars.utp.edu.my:3230 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:29:20Z |
| publishDate | 2010 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:32302017-01-19T08:24:14Z http://scholars.utp.edu.my/id/eprint/3230/ A Simulated Annealing Approach to Solve Fuzzy Multi-Objective Linear Model for Supplier Selection in a Supply Chain Parthiban, P Dominic P, Dhanapal Durai dhanalakshmi, p QA75 Electronic computers. Computer science Abstract—Suppliers play a key role in achieving the objective of supply chain. Hence selecting the right suppliers and their quota allocation is a very important in achieving corporate competition. Supplier selection is a multiple criteria decision-making (MCDM) problem which is affected by several factors. At the same time due to the presence of vague and imprecise input parameters, makes the supplier selection complicated. During this project a fuzzy Multi-objective linear model is developed to achieve three important goals: Cost minimization, Quality maximization and Service level maximization and further it is converted into crisp single objective programming model using membership functions of the three objectives. Finally the problem is solved by using simulated annealing algorithm to enable the decision-maker to select the right suppliers and allocate their quota in order to minimize the cost, maximize the quality level and again maximize the service level. 2010-06 Conference or Workshop Item PeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/3230/1/ITSP_P2_1.pdf Parthiban, P and Dominic P, Dhanapal Durai and dhanalakshmi, p (2010) A Simulated Annealing Approach to Solve Fuzzy Multi-Objective Linear Model for Supplier Selection in a Supply Chain. In: ITSIM'10, June 2010, Kuala Lumpur, Malaysia. |
| spellingShingle | QA75 Electronic computers. Computer science Parthiban, P Dominic P, Dhanapal Durai dhanalakshmi, p A Simulated Annealing Approach to Solve Fuzzy Multi-Objective Linear Model for Supplier Selection in a Supply Chain |
| title | A Simulated Annealing Approach to Solve Fuzzy
Multi-Objective Linear Model for Supplier Selection
in a Supply Chain |
| title_full | A Simulated Annealing Approach to Solve Fuzzy
Multi-Objective Linear Model for Supplier Selection
in a Supply Chain |
| title_fullStr | A Simulated Annealing Approach to Solve Fuzzy
Multi-Objective Linear Model for Supplier Selection
in a Supply Chain |
| title_full_unstemmed | A Simulated Annealing Approach to Solve Fuzzy
Multi-Objective Linear Model for Supplier Selection
in a Supply Chain |
| title_short | A Simulated Annealing Approach to Solve Fuzzy
Multi-Objective Linear Model for Supplier Selection
in a Supply Chain |
| title_sort | simulated annealing approach to solve fuzzy
multi-objective linear model for supplier selection
in a supply chain |
| topic | QA75 Electronic computers. Computer science |
| url | http://scholars.utp.edu.my/id/eprint/3230/ http://scholars.utp.edu.my/id/eprint/3230/1/ITSP_P2_1.pdf |