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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...

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Detalles Bibliográficos
Autores principales: Jing, Fuying, Lan, Zirui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
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.
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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
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