Holding times to maintain quasi-regular headways and reduce real-time bus bunching.

IF 2.3 Q2 TRANSPORTATION SCIENCE & TECHNOLOGY Public Transport Pub Date : 2023-05-17 DOI:10.1007/s12469-023-00326-7
Citlali M Olvera-Toscano, Yasmín Á Ríos-Solís, Roger Z Ríos-Mercado, Romeo Sánchez Nigenda
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Abstract

Real-time control strategies deal with the day's dynamics in bus rapid transit systems. This work focuses on minimizing the number of buses of the same line cruising head-to-tail or arriving at a stop simultaneously by implementing bus holding times at the stops as a control strategy. We propose a new mathematical model to determine the bus holding times. It has quadratic constraints but a linear objective function that minimizes the bus bunching penalties. We also propose a beam-search heuristic to reduce computational solution time to solve large instances. Experimental results on a bus rapid transit system simulation in Monterrey, Mexico, show a bus bunching reduction of 45% compared to the case without optimization. Moreover, passenger waiting times are reduced by 30% in some scenarios. For real-world instances with 60 buses, the beam-search approach provides solutions with an optimality gap of less than 5% in less than 3 s.

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停靠时间,以保持准确的班次间隔,减少公交车的实时拥挤。
实时控制策略可应对快速公交系统的全天动态变化。这项工作的重点是通过在站点实施公交车停留时间控制策略,最大限度地减少同一条线路的公交车首尾相接或同时到达站点的数量。我们提出了一个新的数学模型来确定公交车停留时间。该模型具有二次约束条件,但目标函数是线性的,可最大限度地减少公交车串车惩罚。我们还提出了一种波束搜索启发式,以减少大型实例的计算求解时间。墨西哥蒙特雷快速公交系统的模拟实验结果表明,与未进行优化的情况相比,公交车串车现象减少了 45%。此外,在某些情况下,乘客等待时间缩短了 30%。对于有 60 辆公交车的实际情况,波束搜索方法在不到 3 秒的时间内提供了优化差距小于 5%的解决方案。
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来源期刊
Public Transport
Public Transport TRANSPORTATION SCIENCE & TECHNOLOGY-
CiteScore
5.40
自引率
15.40%
发文量
19
期刊介绍: The scope and purpose of the journal includes, but is not limited to, any type of research in the area of Public Transport: Planning and Operations. As its core it serves the primary mission of advancing the state of the art and the state of the practice in computer-aided systems and scheduling in public transport. The journal considers any type of subjects in this area especially with a focus to planning and scheduling, the common ground is the use of computer-aided methods and operations research techniques to improve information management, network and route planning, vehicle and crew scheduling and rostering, vehicle monitoring and management, and practical experience with scheduling and public transport planning methods. Besides theoretical papers, the journal also publishes case studies and applications. Public Transport addresses transport operators, consulting firms and academic institutions involved in development, utilization or research of computer-aided planning and scheduling in public transport.Officially cited as: Public Transp
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