Presenting and Solving a Three-layer Supply Chain Model to Maximize Quality and Minimize the Estimated Delivery Time
Today, the supply chain and evaluating its costs are of great significance. The number of layers of the supply chain and the structure of the interactions between these layers can play an important role in achieving the optimal performance of the supply chain. Besides, it is undeniable that service...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | fas |
| Published: |
University of Qom
2022-09-01
|
| Series: | مدیریت مهندسی و رایانش نرم |
| Subjects: | |
| Online Access: | https://jemsc.qom.ac.ir/article_1060_197ba823745aef0eb318d0de40db5570.pdf |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832577579085725696 |
|---|---|
| author | Elham Nazemi Mahdi Yousefi Nejad Attari Mahdi Ghaffari |
| author_facet | Elham Nazemi Mahdi Yousefi Nejad Attari Mahdi Ghaffari |
| author_sort | Elham Nazemi |
| collection | DOAJ |
| description | Today, the supply chain and evaluating its costs are of great significance. The number of layers of the supply chain and the structure of the interactions between these layers can play an important role in achieving the optimal performance of the supply chain. Besides, it is undeniable that service provision and product transportation from a chain layer to the next one do not take the same amount of time because due to different reasons such as transportation challenges, there would always be the possibility that transportation doesn’t go as planned. Therefore, by proposing a multi-purpose model, this study seeks to maximize the profit and the quality of the products transported through the supply chain, as well as minimizing the total delivery time. After presenting the model, it is solved by applying deterministic algorithms using GAMS software, and also NSGAII and MOIWO non-deterministic meta-heuristic algorithms using proper software. Then, these two solutions are compared with each other. Results indicate that MOIWO meta-heuristic algorithm is superior to NSGAII in all indicators except for the NPS indicator. |
| format | Article |
| id | doaj-art-47f8d0d4d64f424c94ddfc6ab13e7a5c |
| institution | Kabale University |
| issn | 2538-6239 2538-2675 |
| language | fas |
| publishDate | 2022-09-01 |
| publisher | University of Qom |
| record_format | Article |
| series | مدیریت مهندسی و رایانش نرم |
| spelling | doaj-art-47f8d0d4d64f424c94ddfc6ab13e7a5c2025-01-30T20:18:08ZfasUniversity of Qomمدیریت مهندسی و رایانش نرم2538-62392538-26752022-09-017214517710.22091/jemsc.2018.1544.10461060Presenting and Solving a Three-layer Supply Chain Model to Maximize Quality and Minimize the Estimated Delivery TimeElham Nazemi0Mahdi Yousefi Nejad Attari1Mahdi Ghaffari2MSc, Faculty of Industrial Engineering, Islamic Azad University, Naragh branch,Naragh, IranAssistant Prof., Faculty of Industrial Engineering, Islamic Azad University, Bonab branch, Bonab, IranAssistant Prof., Faculty of Industrial Engineering, Islamic Azad University, Naragh branch, Naragh, IranToday, the supply chain and evaluating its costs are of great significance. The number of layers of the supply chain and the structure of the interactions between these layers can play an important role in achieving the optimal performance of the supply chain. Besides, it is undeniable that service provision and product transportation from a chain layer to the next one do not take the same amount of time because due to different reasons such as transportation challenges, there would always be the possibility that transportation doesn’t go as planned. Therefore, by proposing a multi-purpose model, this study seeks to maximize the profit and the quality of the products transported through the supply chain, as well as minimizing the total delivery time. After presenting the model, it is solved by applying deterministic algorithms using GAMS software, and also NSGAII and MOIWO non-deterministic meta-heuristic algorithms using proper software. Then, these two solutions are compared with each other. Results indicate that MOIWO meta-heuristic algorithm is superior to NSGAII in all indicators except for the NPS indicator.https://jemsc.qom.ac.ir/article_1060_197ba823745aef0eb318d0de40db5570.pdfsupply chaindelivery time possiblensgall algorithmmoiwo algorithm |
| spellingShingle | Elham Nazemi Mahdi Yousefi Nejad Attari Mahdi Ghaffari Presenting and Solving a Three-layer Supply Chain Model to Maximize Quality and Minimize the Estimated Delivery Time مدیریت مهندسی و رایانش نرم supply chain delivery time possible nsgall algorithm moiwo algorithm |
| title | Presenting and Solving a Three-layer Supply Chain Model to Maximize Quality and Minimize the Estimated Delivery Time |
| title_full | Presenting and Solving a Three-layer Supply Chain Model to Maximize Quality and Minimize the Estimated Delivery Time |
| title_fullStr | Presenting and Solving a Three-layer Supply Chain Model to Maximize Quality and Minimize the Estimated Delivery Time |
| title_full_unstemmed | Presenting and Solving a Three-layer Supply Chain Model to Maximize Quality and Minimize the Estimated Delivery Time |
| title_short | Presenting and Solving a Three-layer Supply Chain Model to Maximize Quality and Minimize the Estimated Delivery Time |
| title_sort | presenting and solving a three layer supply chain model to maximize quality and minimize the estimated delivery time |
| topic | supply chain delivery time possible nsgall algorithm moiwo algorithm |
| url | https://jemsc.qom.ac.ir/article_1060_197ba823745aef0eb318d0de40db5570.pdf |
| work_keys_str_mv | AT elhamnazemi presentingandsolvingathreelayersupplychainmodeltomaximizequalityandminimizetheestimateddeliverytime AT mahdiyousefinejadattari presentingandsolvingathreelayersupplychainmodeltomaximizequalityandminimizetheestimateddeliverytime AT mahdighaffari presentingandsolvingathreelayersupplychainmodeltomaximizequalityandminimizetheestimateddeliverytime |