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Two-stage optimization scheme of routing scheduling from a single distribution center to multiple customers
This paper proposes a solution scheme for the problem of scheduling deliveries from distribution centers. The solution scheme is developed in two phases. The first phase corresponds to the collection and processing of data, and the second phase includes the design of a customer assignment model base...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027269/ http://dx.doi.org/10.1007/s12351-023-00747-z |
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author | Núñez-Muñoz, Matías Linfati, Rodrigo Escobar, John Willmer |
author_facet | Núñez-Muñoz, Matías Linfati, Rodrigo Escobar, John Willmer |
author_sort | Núñez-Muñoz, Matías |
collection | PubMed |
description | This paper proposes a solution scheme for the problem of scheduling deliveries from distribution centers. The solution scheme is developed in two phases. The first phase corresponds to the collection and processing of data, and the second phase includes the design of a customer assignment model based on the data of the first phase. The first phase provides the characteristics of the customers, the number of orders to be dispatched, and the number of visited customers. In the second phase, optimization techniques are used, considering scheduling and assignment problem-solving methodologies. The optimization model provides the correct assignment of customer orders to vehicles, reducing the number of trips and the fleet's size and occupation percentage. The proposed solution scheme is developed with a company operating a distribution center responsible for dispatching vehicles to all retail customers, wholesalers, and distributors in the Province of Concepción, Province of Arauco, and Province of Itata in Chile. The obtained results are prominent and show that the proposed methodology can be extended to companies performing storage, transportation, and distribution tasks with similar characteristics. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12351-023-00747-z. |
format | Online Article Text |
id | pubmed-10027269 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-100272692023-03-21 Two-stage optimization scheme of routing scheduling from a single distribution center to multiple customers Núñez-Muñoz, Matías Linfati, Rodrigo Escobar, John Willmer Oper Res Int J Original Paper This paper proposes a solution scheme for the problem of scheduling deliveries from distribution centers. The solution scheme is developed in two phases. The first phase corresponds to the collection and processing of data, and the second phase includes the design of a customer assignment model based on the data of the first phase. The first phase provides the characteristics of the customers, the number of orders to be dispatched, and the number of visited customers. In the second phase, optimization techniques are used, considering scheduling and assignment problem-solving methodologies. The optimization model provides the correct assignment of customer orders to vehicles, reducing the number of trips and the fleet's size and occupation percentage. The proposed solution scheme is developed with a company operating a distribution center responsible for dispatching vehicles to all retail customers, wholesalers, and distributors in the Province of Concepción, Province of Arauco, and Province of Itata in Chile. The obtained results are prominent and show that the proposed methodology can be extended to companies performing storage, transportation, and distribution tasks with similar characteristics. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12351-023-00747-z. Springer Berlin Heidelberg 2023-03-20 2023 /pmc/articles/PMC10027269/ http://dx.doi.org/10.1007/s12351-023-00747-z Text en © The Author(s) 2023 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 Paper Núñez-Muñoz, Matías Linfati, Rodrigo Escobar, John Willmer Two-stage optimization scheme of routing scheduling from a single distribution center to multiple customers |
title | Two-stage optimization scheme of routing scheduling from a single distribution center to multiple customers |
title_full | Two-stage optimization scheme of routing scheduling from a single distribution center to multiple customers |
title_fullStr | Two-stage optimization scheme of routing scheduling from a single distribution center to multiple customers |
title_full_unstemmed | Two-stage optimization scheme of routing scheduling from a single distribution center to multiple customers |
title_short | Two-stage optimization scheme of routing scheduling from a single distribution center to multiple customers |
title_sort | two-stage optimization scheme of routing scheduling from a single distribution center to multiple customers |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027269/ http://dx.doi.org/10.1007/s12351-023-00747-z |
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