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Forecast horizon of multi-item dynamic lot size model with perishable inventory
This paper studies a multi-item dynamic lot size problem for perishable products where stock deterioration rates and inventory costs are age-dependent. We explore structural properties in an optimal solution under two cost structures and develop a dynamic programming algorithm to solve the problem i...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5681269/ https://www.ncbi.nlm.nih.gov/pubmed/29125856 http://dx.doi.org/10.1371/journal.pone.0187725 |
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author | Jing, Fuying Lan, Zirui |
author_facet | Jing, Fuying Lan, Zirui |
author_sort | Jing, Fuying |
collection | PubMed |
description | This paper studies a multi-item dynamic lot size problem for perishable products where stock deterioration rates and inventory costs are age-dependent. We explore structural properties in an optimal solution under two cost structures and develop a dynamic programming algorithm to solve the problem in polynomial time when the number of products is fixed. We establish forecast horizon results that can help the operation manager to decide the precise forecast horizon in a rolling decision-making process. Finally, based on a detailed test bed of instance, we obtain useful managerial insights on the impact of deterioration rate and lifetime of products on the length of forecast horizon. |
format | Online Article Text |
id | pubmed-5681269 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-56812692017-11-18 Forecast horizon of multi-item dynamic lot size model with perishable inventory Jing, Fuying Lan, Zirui PLoS One Research Article This paper studies a multi-item dynamic lot size problem for perishable products where stock deterioration rates and inventory costs are age-dependent. We explore structural properties in an optimal solution under two cost structures and develop a dynamic programming algorithm to solve the problem in polynomial time when the number of products is fixed. We establish forecast horizon results that can help the operation manager to decide the precise forecast horizon in a rolling decision-making process. Finally, based on a detailed test bed of instance, we obtain useful managerial insights on the impact of deterioration rate and lifetime of products on the length of forecast horizon. Public Library of Science 2017-11-10 /pmc/articles/PMC5681269/ /pubmed/29125856 http://dx.doi.org/10.1371/journal.pone.0187725 Text en © 2017 Jing, Lan https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Jing, Fuying Lan, Zirui Forecast horizon of multi-item dynamic lot size model with perishable inventory |
title | Forecast horizon of multi-item dynamic lot size model with perishable inventory |
title_full | Forecast horizon of multi-item dynamic lot size model with perishable inventory |
title_fullStr | Forecast horizon of multi-item dynamic lot size model with perishable inventory |
title_full_unstemmed | Forecast horizon of multi-item dynamic lot size model with perishable inventory |
title_short | Forecast horizon of multi-item dynamic lot size model with perishable inventory |
title_sort | forecast horizon of multi-item dynamic lot size model with perishable inventory |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5681269/ https://www.ncbi.nlm.nih.gov/pubmed/29125856 http://dx.doi.org/10.1371/journal.pone.0187725 |
work_keys_str_mv | AT jingfuying forecasthorizonofmultiitemdynamiclotsizemodelwithperishableinventory AT lanzirui forecasthorizonofmultiitemdynamiclotsizemodelwithperishableinventory |