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Feeder delivery vehicle scheduling optimization of high-speed railway express based on trunk and branch intermodal transportation
In view of the traditional branch line end express delivery centralized mode cannot adapt to the growing demand of high-speed rail (HSR) express, resulting in poor connection between trunk and branch line, high cost and poor timeliness. In this paper, the problem of scheduling optimization of branch...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329425/ https://www.ncbi.nlm.nih.gov/pubmed/35896781 http://dx.doi.org/10.1038/s41598-022-16560-1 |
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author | Cui, Yao Zhou, Xiaoye |
author_facet | Cui, Yao Zhou, Xiaoye |
author_sort | Cui, Yao |
collection | PubMed |
description | In view of the traditional branch line end express delivery centralized mode cannot adapt to the growing demand of high-speed rail (HSR) express, resulting in poor connection between trunk and branch line, high cost and poor timeliness. In this paper, the problem of scheduling optimization of branch-line flexible distribution vehicles relying on intermodal transportation of trunk and branch lines is proposed. Considering the number of vehicles, vehicle capacity, customer service time window and other constraints, an integer linear programming mathematical model with the minimum total cost of vehicle transportation cost, usage cost and time window penalty cost as the optimization objective is established. A two-level nested heuristic algorithm with two-level coding structure is proposed to solve the problem. Finally, a simulation example is given to verify the effectiveness of the model and the algorithm. The results show that the vehicle scheduling optimization problem studied in this paper can effectively improve the timeliness and accuracy of HSR express delivery, and can significantly reduce the total vehicle delivery cost. |
format | Online Article Text |
id | pubmed-9329425 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93294252022-07-29 Feeder delivery vehicle scheduling optimization of high-speed railway express based on trunk and branch intermodal transportation Cui, Yao Zhou, Xiaoye Sci Rep Article In view of the traditional branch line end express delivery centralized mode cannot adapt to the growing demand of high-speed rail (HSR) express, resulting in poor connection between trunk and branch line, high cost and poor timeliness. In this paper, the problem of scheduling optimization of branch-line flexible distribution vehicles relying on intermodal transportation of trunk and branch lines is proposed. Considering the number of vehicles, vehicle capacity, customer service time window and other constraints, an integer linear programming mathematical model with the minimum total cost of vehicle transportation cost, usage cost and time window penalty cost as the optimization objective is established. A two-level nested heuristic algorithm with two-level coding structure is proposed to solve the problem. Finally, a simulation example is given to verify the effectiveness of the model and the algorithm. The results show that the vehicle scheduling optimization problem studied in this paper can effectively improve the timeliness and accuracy of HSR express delivery, and can significantly reduce the total vehicle delivery cost. Nature Publishing Group UK 2022-07-27 /pmc/articles/PMC9329425/ /pubmed/35896781 http://dx.doi.org/10.1038/s41598-022-16560-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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 | Article Cui, Yao Zhou, Xiaoye Feeder delivery vehicle scheduling optimization of high-speed railway express based on trunk and branch intermodal transportation |
title | Feeder delivery vehicle scheduling optimization of high-speed railway express based on trunk and branch intermodal transportation |
title_full | Feeder delivery vehicle scheduling optimization of high-speed railway express based on trunk and branch intermodal transportation |
title_fullStr | Feeder delivery vehicle scheduling optimization of high-speed railway express based on trunk and branch intermodal transportation |
title_full_unstemmed | Feeder delivery vehicle scheduling optimization of high-speed railway express based on trunk and branch intermodal transportation |
title_short | Feeder delivery vehicle scheduling optimization of high-speed railway express based on trunk and branch intermodal transportation |
title_sort | feeder delivery vehicle scheduling optimization of high-speed railway express based on trunk and branch intermodal transportation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329425/ https://www.ncbi.nlm.nih.gov/pubmed/35896781 http://dx.doi.org/10.1038/s41598-022-16560-1 |
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