Collabortive passenger flow control on an oversaturated metro line: a path choke approach

被引:20
|
作者
Meng, Fanting [1 ]
Yang, Lixing [1 ]
Wei, Yun [2 ]
Li, Shukai [1 ]
Gao, Ziyou [1 ]
Shi, Jungang [3 ,4 ]
机构
[1] Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China
[2] Natl Engn Lab Green & Safe Construct Technol Urba, Beijing, Peoples R China
[3] East China Jiaotong Univ, Coll Transportat & Logist, Nanchang, Jiangxi, Peoples R China
[4] Tongji Univ, Shanghai Key Lab Rail Infrastruct Durabil & Syst, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Collaborative passenger control; space-time network; integer programming model; lagrangian relaxation approach; TIME-DEPENDENT DEMAND; TRAIN; OPTIMIZATION; ALGORITHM; FORMULATIONS; OPERATION; DESIGN;
D O I
10.1080/21680566.2020.1777219
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Focusing on reducing the traffic congestion on an oversaturated urban metro system, this study investigates the collaborative passenger flow control problem for a metro line. By introducing the timetable-oriented space-time network representation, the problem of interest is finally formulated as an integer programming model, in which the objective function aims to minimize the total weighted passenger waiting time at different stations. Since the final decision is closely related to the space-time path-finding process, the proposed model can also be regarded as a coordinated pathfinding process with train loading capacity constraints. Then, an efficient heuristic algorithm is developed to solve the proposed model. Finally, a series of numerical examples are implemented on a sample metro line and the Beijing Batong metro line. The computational results show that the proposed approach can produce high-quality passenger flow control strategies for the metro system, thereby demonstrating the effectiveness of the proposed model and algorithm.
引用
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页码:376 / 404
页数:29
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