50 years of Operations Research in public transport

IF 2.7 Q2 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Oded Cats , Konstantinos Gkiotsalitis , Anita Schöbel
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引用次数: 0

Abstract

The planning and operations of public transport has benefited from the development and application of Operations Research (OR) techniques in the past half a century. In this article, we describe OR-related techniques and applications in the public transport domain in the last 50 years (1975–2025) since the origin of the intersection of these two research fields. Following a brief description of the public transport planning process, we outline how different topics, models, and solution approaches have evolved throughout this period. For each topic – varying from network assignment, line planning and crew scheduling to real-time management and demand-responsive transport – we review seminal works, key approaches and developments as well as comment on the applicability thereof and recent trends. In addition, we identify primary cross-cutting themes of research: integrating different planning stages, system resilience, dealing with uncertainties and energy-efficient public transport, as well as pricing and equity considerations. Moreover, reinforcement learning and quantum computing are expected to play an increasingly important role in OR applications in public transport. In the next half a century OR in public transport will undoubtedly continue to evolve in response to the technical developments in the transport sector, the developments in algorithms, software and hardware for computing, and by the challenges society faces.
50年的公共交通运筹学研究
在过去的半个世纪里,公共交通的规划和运营得益于运筹学(OR)技术的发展和应用。在本文中,我们描述了自这两个研究领域交叉起源以来的过去50年(1975-2025)公共交通领域中与or相关的技术和应用。在对公共交通规划过程的简要描述之后,我们概述了在此期间不同的主题、模型和解决方案方法是如何演变的。对于每个主题,从网络分配、线路规划、机组调度到实时管理和需求响应运输,我们回顾了开创性的工作、关键方法和发展,并对其适用性和最新趋势发表了评论。此外,我们确定了主要的交叉研究主题:整合不同的规划阶段,系统弹性,处理不确定性和节能公共交通,以及定价和公平考虑。此外,强化学习和量子计算预计将在公共交通的OR应用中发挥越来越重要的作用。在接下来的半个世纪里,公共交通的OR无疑将继续发展,以应对交通部门的技术发展、算法、计算软件和硬件的发展,以及社会面临的挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.60
自引率
0.00%
发文量
24
审稿时长
129 days
期刊介绍: The EURO Journal on Transportation and Logistics promotes the use of mathematics in general, and operations research in particular, in the context of transportation and logistics. It is a forum for the presentation of original mathematical models, methodologies and computational results, focussing on advanced applications in transportation and logistics. The journal publishes two types of document: (i) research articles and (ii) tutorials. A research article presents original methodological contributions to the field (e.g. new mathematical models, new algorithms, new simulation techniques). A tutorial provides an introduction to an advanced topic, designed to ease the use of the relevant methodology by researchers and practitioners.
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