System performance and user response under real-time information in a congested traffic corridor

Hani S. Mahmassani, R. Jayakrishnan
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引用次数: 412

Abstract

A modelling framework is developed to analyze the effect of in-vehicle real time information strategies on the performance of a congested traffic communing corridor. The framework consists of a special-purpose simulation component and a user decisions component that determines users' responses to the supplied information. The user decisions component is microscopic and determines individual commuters' route switching, at any node of the network, as a function of the supplied information. The traffic simulation component moves vehicles in bundles or macroparticles at the prevailing local speeds, as determined by macroscopic traffic relations. The framework allows the investigation of system performance under alternative behavioral response mechanisms, as well as under different information strategies. Results are presented for simulation experiments in a commuting corridor with a special network structure that simplifies the network computations. The results illustrate the effect of the fraction of users equipped with in-vehicle navigation systems on overall system performance. In addition, alternative assumptions on user response reflecting varying degrees of optimizing behavior are explored. The modelling framework is shown to provide a useful approach for addressing key questions of interest in the design of real time in-vehicle information system.

交通拥挤通道实时信息下的系统性能与用户响应
建立了一个模型框架,分析了车载实时信息策略对拥挤交通共用通道性能的影响。该框架由一个专用模拟组件和一个用户决策组件组成,后者决定用户对所提供信息的响应。用户决策组件是微观的,作为提供信息的函数,它决定了每个通勤者在网络的任何节点上的路由切换。交通模拟组件以宏观交通关系决定的当地通行速度,以束或宏观粒子的形式移动车辆。该框架允许在不同的行为反应机制下以及在不同的信息策略下调查系统性能。在通勤通道的仿真实验中,给出了一种特殊的网络结构,简化了网络计算。结果表明,配备车载导航系统的用户比例对系统整体性能的影响。此外,还探讨了反映不同程度优化行为的用户响应的备选假设。该建模框架为解决实时车载信息系统设计中的关键问题提供了一种有用的方法。
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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