An exact method for the integrated optimization of subway lines operation strategies with asymmetric passenger demand and operating costs

Authors

Pengli Mo
Andrea D'Ariano
Lixing Yang
Lucas P. Veelenturf
Ziyou Gao

Document Type

Journal Article

Publication Date

2021

Subject Area

mode - subway/metro, place - urban, place - asia, planning - methods, planning - integration, planning - service quality, economics - operating costs, infrastructure - rolling stock, operations - scheduling, ridership - demand

Keywords

Subway train timetabling, Dynamic passenger demand, Rolling stock planning, Operating costs, Energy consumption and regeneration, Forward dynamic programming

Abstract

Subway lines connecting different urban functional zones in large cities have direction-dependent and time-variant passenger demand, namely, asymmetry in passenger demand. Most existing studies adopt a symmetric strategy to design operations in both directions and sequentially optimize the different problems associated with operations, thereby failing to meet the asymmetry in passenger demand. This study formulates an asymmetric operation strategy as an integrated mixed-integer non-linear model to optimize the entire operational process of rolling stock from the perspective of service quality and operating costs. Based on the proposed model, an exact algorithm is proposed with speed-up techniques to quickly generate an optimal solution. To this end, the original model is decomposed into several sub-problems that can be exactly solved by using a forward dynamic programming algorithm. Based on actual data from the Beijing subway’s Yizhuang line, numerical experiments are conducted to investigate the effectiveness of the asymmetric operation strategy, to identify managerial insights on the integrated optimization, and to evaluate the performance of the proposed methodology.

Rights

Permission to publish the abstract has been given by Elsevier, copyright remains with them.

Comments

Transportation Research Part B Home Page:

http://www.sciencedirect.com/science/journal/01912615

Recommended Citation

Mo, P., D'Ariano, A., Yang, L., Veelenturf, L.P., & Gao, Z. (2021). An exact method for the integrated optimization of subway lines operation strategies with asymmetric passenger demand and operating costs. Transportation Research Part B: Methodological, Vol. 149, pp. 283-321.