Benefits of postponement for fashion products with forecast updates
Thesis (M. Eng. in Logistics)--Massachusetts Institute of Technology, Engineering Systems Division, 2005. === Includes bibliographical references (leaves 67-69). === This thesis examines the benefit of postponement of fashion products by considering the overage cost of the intermediate product and t...
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ndltd-MIT-oai-dspace.mit.edu-1721.1-333202019-05-02T15:40:21Z Benefits of postponement for fashion products with forecast updates Gong, Huiling Yossi Sheffi. Massachusetts Institute of Technology. Engineering Systems Division. Massachusetts Institute of Technology. Engineering Systems Division. Engineering Systems Division. Thesis (M. Eng. in Logistics)--Massachusetts Institute of Technology, Engineering Systems Division, 2005. Includes bibliographical references (leaves 67-69). This thesis examines the benefit of postponement of fashion products by considering the overage cost of the intermediate product and the correlation between the demand for each end products produced from it. The benefit of postponement is measured by the percentage increase in maximum expected profit after demand is realized. the production process is modelled as a two stage newsvendor problem and the forecast update path follows an additive martingale. An optimal solution and a myopic solution are proposed to solve this problem. Numerical results indicate that the benefit of postponement decreases with the overage cost of the intermediate product and the correlation between demand for each end products. It becomes less sensitive to the overage cost of the intermediate product when end products are more negatively correlated. It is also less sensitive to the demand correlation between end products when the overage cost of the intermediate product is low. In addition, the benefit of postponement is sensitive to the additional unit costs introduced by postponement. A case study to NFL Jerseys purchase planning indicates that an increase of unit cost by 10% can reduce the benefit of postponement by over 50%. by Huiling Gong. M.Eng.in Logistics 2006-07-13T15:15:06Z 2006-07-13T15:15:06Z 2005 2005 Thesis http://hdl.handle.net/1721.1/33320 62313349 eng M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission. http://dspace.mit.edu/handle/1721.1/7582 69 leaves 2021668 bytes 2024452 bytes application/pdf application/pdf application/pdf Massachusetts Institute of Technology |
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Engineering Systems Division. Gong, Huiling Benefits of postponement for fashion products with forecast updates |
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Thesis (M. Eng. in Logistics)--Massachusetts Institute of Technology, Engineering Systems Division, 2005. === Includes bibliographical references (leaves 67-69). === This thesis examines the benefit of postponement of fashion products by considering the overage cost of the intermediate product and the correlation between the demand for each end products produced from it. The benefit of postponement is measured by the percentage increase in maximum expected profit after demand is realized. the production process is modelled as a two stage newsvendor problem and the forecast update path follows an additive martingale. An optimal solution and a myopic solution are proposed to solve this problem. Numerical results indicate that the benefit of postponement decreases with the overage cost of the intermediate product and the correlation between demand for each end products. It becomes less sensitive to the overage cost of the intermediate product when end products are more negatively correlated. It is also less sensitive to the demand correlation between end products when the overage cost of the intermediate product is low. In addition, the benefit of postponement is sensitive to the additional unit costs introduced by postponement. A case study to NFL Jerseys purchase planning indicates that an increase of unit cost by 10% can reduce the benefit of postponement by over 50%. === by Huiling Gong. === M.Eng.in Logistics |
author2 |
Yossi Sheffi. |
author_facet |
Yossi Sheffi. Gong, Huiling |
author |
Gong, Huiling |
author_sort |
Gong, Huiling |
title |
Benefits of postponement for fashion products with forecast updates |
title_short |
Benefits of postponement for fashion products with forecast updates |
title_full |
Benefits of postponement for fashion products with forecast updates |
title_fullStr |
Benefits of postponement for fashion products with forecast updates |
title_full_unstemmed |
Benefits of postponement for fashion products with forecast updates |
title_sort |
benefits of postponement for fashion products with forecast updates |
publisher |
Massachusetts Institute of Technology |
publishDate |
2006 |
url |
http://hdl.handle.net/1721.1/33320 |
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AT gonghuiling benefitsofpostponementforfashionproductswithforecastupdates |
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