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An integrated distribution scheduling and route planning of food cold chain with demand surge
With the rapid development of e-commerce, customers could order online to ensure timeliness. Therefore, e-commerce enterprises need to pick and distribute customers’ orders. These two operations are interdependent. Order picking needs to consider the vehicle route planning. At the same time, the veh...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9289089/ https://www.ncbi.nlm.nih.gov/pubmed/35874092 http://dx.doi.org/10.1007/s40747-022-00811-9 |
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author | Chen, Youhua Lan, Hongjie Wang, Chuan Jia, Xiaoqiong |
author_facet | Chen, Youhua Lan, Hongjie Wang, Chuan Jia, Xiaoqiong |
author_sort | Chen, Youhua |
collection | PubMed |
description | With the rapid development of e-commerce, customers could order online to ensure timeliness. Therefore, e-commerce enterprises need to pick and distribute customers’ orders. These two operations are interdependent. Order picking needs to consider the vehicle route planning. At the same time, the vehicle route planning is also based on the batching of orders. Considering the demand surge scenario of food cold chain, with the shortest time and lowest cost to complete all distribution tasks as the objective, this paper aims at the integrated optimization of distribution scheduling and route planning, and establishes a mixed integer programming mathematical model. Finally, we design a three-stage heuristic algorithm to solve this problem, and use the actual data to carry out numerical experiments to verify the reliability and effectiveness of the mathematical model and heuristic algorithm. |
format | Online Article Text |
id | pubmed-9289089 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-92890892022-07-18 An integrated distribution scheduling and route planning of food cold chain with demand surge Chen, Youhua Lan, Hongjie Wang, Chuan Jia, Xiaoqiong Complex Intell Systems Original Article With the rapid development of e-commerce, customers could order online to ensure timeliness. Therefore, e-commerce enterprises need to pick and distribute customers’ orders. These two operations are interdependent. Order picking needs to consider the vehicle route planning. At the same time, the vehicle route planning is also based on the batching of orders. Considering the demand surge scenario of food cold chain, with the shortest time and lowest cost to complete all distribution tasks as the objective, this paper aims at the integrated optimization of distribution scheduling and route planning, and establishes a mixed integer programming mathematical model. Finally, we design a three-stage heuristic algorithm to solve this problem, and use the actual data to carry out numerical experiments to verify the reliability and effectiveness of the mathematical model and heuristic algorithm. Springer International Publishing 2022-07-18 2023 /pmc/articles/PMC9289089/ /pubmed/35874092 http://dx.doi.org/10.1007/s40747-022-00811-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Chen, Youhua Lan, Hongjie Wang, Chuan Jia, Xiaoqiong An integrated distribution scheduling and route planning of food cold chain with demand surge |
title | An integrated distribution scheduling and route planning of food cold chain with demand surge |
title_full | An integrated distribution scheduling and route planning of food cold chain with demand surge |
title_fullStr | An integrated distribution scheduling and route planning of food cold chain with demand surge |
title_full_unstemmed | An integrated distribution scheduling and route planning of food cold chain with demand surge |
title_short | An integrated distribution scheduling and route planning of food cold chain with demand surge |
title_sort | integrated distribution scheduling and route planning of food cold chain with demand surge |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9289089/ https://www.ncbi.nlm.nih.gov/pubmed/35874092 http://dx.doi.org/10.1007/s40747-022-00811-9 |
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