Designing a Multi-Objective Closed-loop Supply Chain Mathematical Model with Supplier Selection Approach and considering Discount
One of the key steps in greening supply chains is to investigate the environmental requirements and factors in supplier selection. Today supply chain networks are known as the main pillar of economic activities. To this end, in this article a multi-period, multi-product, multi-objective closed-loop...
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University of Qom
2023-03-01
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| Series: | مدیریت مهندسی و رایانش نرم |
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| Online Access: | https://jemsc.qom.ac.ir/article_1609_dc0a78aa66f060c25ed1968d95cc9a34.pdf |
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| author | Esmat Saadi kiamars fathi Reza Radfar |
| author_facet | Esmat Saadi kiamars fathi Reza Radfar |
| author_sort | Esmat Saadi |
| collection | DOAJ |
| description | One of the key steps in greening supply chains is to investigate the environmental requirements and factors in supplier selection. Today supply chain networks are known as the main pillar of economic activities. To this end, in this article a multi-period, multi-product, multi-objective closed-loop supply chain problem has been investigated. Moreover, the return of defective products to the production cycle and the general and progressive simultaneous discount policy have been considered through an integer linear mathematical model. The presented model generates Pareto solutions using two proposed meta-heuristic algorithms, multi objective particle swarm optimization and non-dominated sorting genetic algorithm and combination of the two. To compare the performance of the solution methods, five criteria are defined and the numerical results show the efficiency and quality of the proposed hybrid algorithm. |
| format | Article |
| id | doaj-art-bb570572dd68432789f97f5e035bb280 |
| institution | Kabale University |
| issn | 2538-6239 2538-2675 |
| language | fas |
| publishDate | 2023-03-01 |
| publisher | University of Qom |
| record_format | Article |
| series | مدیریت مهندسی و رایانش نرم |
| spelling | doaj-art-bb570572dd68432789f97f5e035bb2802025-01-30T20:18:25ZfasUniversity of Qomمدیریت مهندسی و رایانش نرم2538-62392538-26752023-03-018243711609Designing a Multi-Objective Closed-loop Supply Chain Mathematical Model with Supplier Selection Approach and considering DiscountEsmat Saadi0kiamars fathi1Reza Radfar2PhD student in Industrial Management, Faculty of Management and Accounting, Science and Research Branch, Islamic Azad University, Tehran, Iran. Email: e.saedi@bankmellat.irAssistant Professor, Department of Industrial Management, Faculty of Management and Accounting, South Tehran Branch, Islamic Azad University, Tehran, Iran. Email: fathikiamars@yahoo.comProfessor, Department of Industrial Management, Faculty of Management and Accounting, Science and Research Branch, Islamic Azad University, Tehran, Iran. Email: radfar@gmail.comOne of the key steps in greening supply chains is to investigate the environmental requirements and factors in supplier selection. Today supply chain networks are known as the main pillar of economic activities. To this end, in this article a multi-period, multi-product, multi-objective closed-loop supply chain problem has been investigated. Moreover, the return of defective products to the production cycle and the general and progressive simultaneous discount policy have been considered through an integer linear mathematical model. The presented model generates Pareto solutions using two proposed meta-heuristic algorithms, multi objective particle swarm optimization and non-dominated sorting genetic algorithm and combination of the two. To compare the performance of the solution methods, five criteria are defined and the numerical results show the efficiency and quality of the proposed hybrid algorithm.https://jemsc.qom.ac.ir/article_1609_dc0a78aa66f060c25ed1968d95cc9a34.pdfgreen supplier selectiongreen supply chainmeta-heuristic model |
| spellingShingle | Esmat Saadi kiamars fathi Reza Radfar Designing a Multi-Objective Closed-loop Supply Chain Mathematical Model with Supplier Selection Approach and considering Discount مدیریت مهندسی و رایانش نرم green supplier selection green supply chain meta-heuristic model |
| title | Designing a Multi-Objective Closed-loop Supply Chain Mathematical Model with Supplier Selection Approach and considering Discount |
| title_full | Designing a Multi-Objective Closed-loop Supply Chain Mathematical Model with Supplier Selection Approach and considering Discount |
| title_fullStr | Designing a Multi-Objective Closed-loop Supply Chain Mathematical Model with Supplier Selection Approach and considering Discount |
| title_full_unstemmed | Designing a Multi-Objective Closed-loop Supply Chain Mathematical Model with Supplier Selection Approach and considering Discount |
| title_short | Designing a Multi-Objective Closed-loop Supply Chain Mathematical Model with Supplier Selection Approach and considering Discount |
| title_sort | designing a multi objective closed loop supply chain mathematical model with supplier selection approach and considering discount |
| topic | green supplier selection green supply chain meta-heuristic model |
| url | https://jemsc.qom.ac.ir/article_1609_dc0a78aa66f060c25ed1968d95cc9a34.pdf |
| work_keys_str_mv | AT esmatsaadi designingamultiobjectiveclosedloopsupplychainmathematicalmodelwithsupplierselectionapproachandconsideringdiscount AT kiamarsfathi designingamultiobjectiveclosedloopsupplychainmathematicalmodelwithsupplierselectionapproachandconsideringdiscount AT rezaradfar designingamultiobjectiveclosedloopsupplychainmathematicalmodelwithsupplierselectionapproachandconsideringdiscount |