A Stochastic Programming Approach for a Multi-Site Supply Chain Planning in Textile and Apparel Industry under Demand Uncertainty
In this study, a new stochastic model is proposed to deal with a multi-product, multi-period, multi-stage, multi-site production and transportation supply chain planning problem under demand uncertainty. A two-stage stochastic linear programming approach is used to maximize the expected profit. Deci...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Kharazmi University
2015-11-01
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| Series: | International Journal of Supply and Operations Management |
| Subjects: | |
| Online Access: | http://www.ijsom.com/article_2544_0c96c55690a8b29f35ce8a698d7bf091.pdf |
| _version_ | 1819088724635418624 |
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| author | Houssem Felfel Omar Ayadi Fawzi Masmoudi |
| author_facet | Houssem Felfel Omar Ayadi Fawzi Masmoudi |
| author_sort | Houssem Felfel |
| collection | DOAJ |
| description | In this study, a new stochastic model is proposed to deal with a multi-product, multi-period, multi-stage, multi-site production and transportation supply chain planning problem under demand uncertainty. A two-stage stochastic linear programming approach is used to maximize the expected profit. Decisions such as the production amount, the inventory level of finished and semi-finished product, the amount of backorder and the quantity of products to be transported between upstream and downstream plants in each period are considered. The robustness of production supply chain plan is then evaluated using statistical and risk measures. A case study from a real textile and apparel industry is shown in order to compare the performances of the proposed stochastic programming model and the deterministic model. |
| first_indexed | 2024-12-21T21:56:35Z |
| format | Article |
| id | doaj.art-50f29e8042c8442aaa78b16a3f4ff9a8 |
| institution | Directory Open Access Journal |
| issn | 2383-1359 2383-2525 |
| language | English |
| last_indexed | 2024-12-21T21:56:35Z |
| publishDate | 2015-11-01 |
| publisher | Kharazmi University |
| record_format | Article |
| series | International Journal of Supply and Operations Management |
| spelling | doaj.art-50f29e8042c8442aaa78b16a3f4ff9a82022-12-21T18:48:57ZengKharazmi UniversityInternational Journal of Supply and Operations Management2383-13592383-25252015-11-012392594610.22034/2015.3.072544A Stochastic Programming Approach for a Multi-Site Supply Chain Planning in Textile and Apparel Industry under Demand UncertaintyHoussem Felfel0Omar Ayadi1Fawzi Masmoudi2National Engineering School of Sfax (ENIS), University of Sfax, TunisiaNational Engineering School of Sfax (ENIS), University of Sfax, TunisiaNational Engineering School of Sfax (ENIS), University of Sfax, TunisiaIn this study, a new stochastic model is proposed to deal with a multi-product, multi-period, multi-stage, multi-site production and transportation supply chain planning problem under demand uncertainty. A two-stage stochastic linear programming approach is used to maximize the expected profit. Decisions such as the production amount, the inventory level of finished and semi-finished product, the amount of backorder and the quantity of products to be transported between upstream and downstream plants in each period are considered. The robustness of production supply chain plan is then evaluated using statistical and risk measures. A case study from a real textile and apparel industry is shown in order to compare the performances of the proposed stochastic programming model and the deterministic model.http://www.ijsom.com/article_2544_0c96c55690a8b29f35ce8a698d7bf091.pdfmulti-sitesupply chain planningstochastic programmingtextilerobustness |
| spellingShingle | Houssem Felfel Omar Ayadi Fawzi Masmoudi A Stochastic Programming Approach for a Multi-Site Supply Chain Planning in Textile and Apparel Industry under Demand Uncertainty International Journal of Supply and Operations Management multi-site supply chain planning stochastic programming textile robustness |
| title | A Stochastic Programming Approach for a Multi-Site Supply Chain Planning in Textile and Apparel Industry under Demand Uncertainty |
| title_full | A Stochastic Programming Approach for a Multi-Site Supply Chain Planning in Textile and Apparel Industry under Demand Uncertainty |
| title_fullStr | A Stochastic Programming Approach for a Multi-Site Supply Chain Planning in Textile and Apparel Industry under Demand Uncertainty |
| title_full_unstemmed | A Stochastic Programming Approach for a Multi-Site Supply Chain Planning in Textile and Apparel Industry under Demand Uncertainty |
| title_short | A Stochastic Programming Approach for a Multi-Site Supply Chain Planning in Textile and Apparel Industry under Demand Uncertainty |
| title_sort | stochastic programming approach for a multi site supply chain planning in textile and apparel industry under demand uncertainty |
| topic | multi-site supply chain planning stochastic programming textile robustness |
| url | http://www.ijsom.com/article_2544_0c96c55690a8b29f35ce8a698d7bf091.pdf |
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