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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...

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Autores principales: Cui, Yao, Zhou, Xiaoye
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
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.
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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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