Integrated optimization of transfer station selection and train timetables for road–rail intermodal transport network
•The location of traffic connections for trains is considered in a road-rail network.•Propose an integrated model to optimize transfer station selection and timetables.•The utilization of trains and expected time for goods are considered in the model.•The grid-based adaptive ABC algorithm is designe...
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| Published in: | Computers & industrial engineering Vol. 165; p. 107929 |
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| Main Authors: | , , , , |
| Format: | Journal Article |
| Language: | English |
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Elsevier Ltd
01.03.2022
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| ISSN: | 0360-8352, 1879-0550 |
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| Abstract | •The location of traffic connections for trains is considered in a road-rail network.•Propose an integrated model to optimize transfer station selection and timetables.•The utilization of trains and expected time for goods are considered in the model.•The grid-based adaptive ABC algorithm is designed to solve the proposed model.•The model and the algorithm can be applied to real-world HSR and CR express networks.
In this study, we investigate the integrated optimization of container transfer station selection and train timetables for a road–rail intermodal transport network based on the transport organization mode of improved passenger-like container trains. The aim is to achieve a prompt response from train timetables for freight transportation needs to improve the quality of the timetable. The problem is formulated as a mixed-integer nonlinear programming problem, and a multiobjective bi-level optimization model is proposed with the objectives of increasing the average utilization ratio of the rail capacity and decreasing the number of road–rail transfer stations, transport costs, and transport delay penalty costs. To improve the quality of the Pareto solutions, a grid-based adaptive artificial bee colony (GBA-ABC) algorithm is designed to solve the model of a road–rail network with multicommodity flows. As a case study, the model is applied to the high-speed railway network in China and the China–Europe transcontinental railway network. The results show that the integrated optimization approach yields train timetables that can simultaneously reduce the transportation costs and the transportation delay penalty costs, with a rail capacity utilization rate of above 79.57%. Concurrently, it is beneficial for solving robust solutions under different case scales, demonstrating the effectiveness of the model and the algorithm. Finally, the proposed algorithm is experimentally compared with other multiobjective metaheuristics algorithms and is found to exhibit superior performance. |
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| AbstractList | •The location of traffic connections for trains is considered in a road-rail network.•Propose an integrated model to optimize transfer station selection and timetables.•The utilization of trains and expected time for goods are considered in the model.•The grid-based adaptive ABC algorithm is designed to solve the proposed model.•The model and the algorithm can be applied to real-world HSR and CR express networks.
In this study, we investigate the integrated optimization of container transfer station selection and train timetables for a road–rail intermodal transport network based on the transport organization mode of improved passenger-like container trains. The aim is to achieve a prompt response from train timetables for freight transportation needs to improve the quality of the timetable. The problem is formulated as a mixed-integer nonlinear programming problem, and a multiobjective bi-level optimization model is proposed with the objectives of increasing the average utilization ratio of the rail capacity and decreasing the number of road–rail transfer stations, transport costs, and transport delay penalty costs. To improve the quality of the Pareto solutions, a grid-based adaptive artificial bee colony (GBA-ABC) algorithm is designed to solve the model of a road–rail network with multicommodity flows. As a case study, the model is applied to the high-speed railway network in China and the China–Europe transcontinental railway network. The results show that the integrated optimization approach yields train timetables that can simultaneously reduce the transportation costs and the transportation delay penalty costs, with a rail capacity utilization rate of above 79.57%. Concurrently, it is beneficial for solving robust solutions under different case scales, demonstrating the effectiveness of the model and the algorithm. Finally, the proposed algorithm is experimentally compared with other multiobjective metaheuristics algorithms and is found to exhibit superior performance. |
| ArticleNumber | 107929 |
| Author | Lang, Maoxiang Zuo, Tianshuai Li, Siyu Chen, Xinghan Li, Shiqi |
| Author_xml | – sequence: 1 givenname: Xinghan surname: Chen fullname: Chen, Xinghan organization: Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport, School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China – sequence: 2 givenname: Tianshuai surname: Zuo fullname: Zuo, Tianshuai organization: School of Economics and Management, Hebei University of Technology, Tianjin 300401, China – sequence: 3 givenname: Maoxiang surname: Lang fullname: Lang, Maoxiang email: mxlang@bjtu.edu.cn organization: Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport, School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China – sequence: 4 givenname: Shiqi surname: Li fullname: Li, Shiqi organization: Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport, School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China – sequence: 5 givenname: Siyu surname: Li fullname: Li, Siyu organization: Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport, School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China |
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| Keywords | Road-rail intermodal transport Utilization ratio of rail capacity Transfer station selection Train timetable GBA-ABC algorithm |
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