A Stackelberg approach to transportation infrastructure planning: Integrating User Decision-making

IF 4.3 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Oscar-Mauricio Cepeda-Valero , Jose-Fidel Torres-Delgado , Andres D. González
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Abstract

The design of transportation networks is an intriguing and complex subject, primarily driven by the high costs and existing deficiencies in transit systems. Effective network design necessitates the consideration of multiple factors, including the rapid growth of urban centers, the demand for new routes, and the evolving preferences of citizens. A poorly designed network can result in significant drawbacks, such as delays, congestion, and escalated air pollution levels. Consequently, addressing this challenge requires the implementation of targeted modifications in the transport infrastructure, such as constructing new streets, expanding existing roads, enhancing capacity, and improving coverage. The paper introduces a Stackelberg model that addresses the planning of transport infrastructure, focusing on incorporate the user decisions. The model functions on two levels: the upper level captures the decision-making process of users, influenced by factors like time savings and transport system accessibility. Conversely, the lower level relates to the planner’s responsibility in designing and configuring the transport network to align with user demands and preferences while minimizing costs. Four types of transport networks were evaluated based on criteria such as used capacity, network growth, system cost, and unmet user needs. The evaluation revealed that mesh networks perform better due to their ability to distribute user flow across multiple lines, reducing dependency on a few edges. Additionally, the versatility of the procedure is demonstrated through its implementation in the Lausanne metro network.

Abstract Image

交通基础设施规划的Stackelberg方法:整合用户决策
交通网络的设计是一个有趣而复杂的课题,主要是由交通系统的高成本和现有缺陷驱动的。有效的网络设计需要考虑多种因素,包括城市中心的快速增长,对新路线的需求以及市民不断变化的偏好。设计不良的网络可能会导致严重的缺陷,如延误、拥堵和空气污染水平升级。因此,应对这一挑战需要对交通基础设施进行有针对性的改造,如修建新街道、扩建现有道路、提高通行能力和改善覆盖范围。本文介绍了一个解决交通基础设施规划的Stackelberg模型,重点是纳入用户决策。该模型在两个层面上发挥作用:上层捕捉用户的决策过程,受时间节省和交通系统可达性等因素的影响。相反,较低的层次涉及规划者在设计和配置运输网络方面的责任,以符合用户的需求和偏好,同时最小化成本。根据使用容量、网络增长、系统成本和未满足的用户需求等标准,对四种类型的传输网络进行了评估。评估表明,网状网络性能更好,因为它们能够将用户流分布在多条线上,减少对少数边缘的依赖。此外,该程序的多功能性通过其在洛桑地铁网络中的实施得到了证明。
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
Computers & Operations Research
Computers & Operations Research 工程技术-工程:工业
CiteScore
8.60
自引率
8.70%
发文量
292
审稿时长
8.5 months
期刊介绍: Operations research and computers meet in a large number of scientific fields, many of which are of vital current concern to our troubled society. These include, among others, ecology, transportation, safety, reliability, urban planning, economics, inventory control, investment strategy and logistics (including reverse logistics). Computers & Operations Research provides an international forum for the application of computers and operations research techniques to problems in these and related fields.
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