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在线信息悖论的实验研究:途中信息能否改善道路网络性能?

An experimental study of the Online Information Paradox: Does en-route information improve road network performance?

作者信息

Wijayaratna Kasun P, Dixit Vinayak V, Denant-Boemont Laurent, Waller S Travis

机构信息

Research Centre for Integrated Transport Innovation (rCITI), School of Civil and Environmental Engineering, University of New South Wales, Sydney, Australia.

University of Rennes1, Department of Economics, Center for Research in Economics and Management (CREM-CNRS), Rennes, France.

出版信息

PLoS One. 2017 Sep 13;12(9):e0184191. doi: 10.1371/journal.pone.0184191. eCollection 2017.

Abstract

This study investigates the empirical presence of a theoretical transportation paradox, defined as the "Online Information Paradox" (OIP). The paradox suggests that, for certain road networks, the provision of online information deteriorate travel conditions for all users of that network relative to the situation where no online information is provided to users. The analytical presence of the paradox was derived for a specific network structure by using two equilibrium models, the first being the Expected User Equilibrium (EUE) solution (no information scenario) and the other being the User Equilibrium with Recourse (UER) solution (with information scenario). An incentivised computerised route choice game was designed using the concepts of experimental economics and administered in a controlled laboratory environment to investigate the physical presence of the paradox. Aggregate statistics of path flows and Total System Travel Costs (TSTC) were used to compare the experimental results with the theoretical findings. A total of 12 groups of 12 participants completed the experiment and the OIP and the occurrence of the OIP being significant was observed in 11 of the 12 cases. Though information increased travel costs for users on average, it reduced the volatility of travel costs experienced in the no information scenario indicating that information can achieve a more reliable system. Further replications of similar experiments and more importantly field based identification of the phenomena will force transport professionals to be aware of the emergence of the paradox. In addition, studies such as this emphasise the need for the adoption of adaptive traffic assignment techniques to appropriately model the acquisition of information on a road network.

摘要

本研究调查了一种理论上的交通悖论——“在线信息悖论”(OIP)的实际存在情况。该悖论表明,对于某些道路网络,与不向用户提供在线信息的情况相比,提供在线信息会使该网络所有用户的出行条件恶化。通过使用两个均衡模型,推导出了该悖论在特定网络结构下的分析结果,第一个模型是期望用户均衡(EUE)解(无信息情景),另一个是带追索权的用户均衡(UER)解(有信息情景)。利用实验经济学的概念设计了一个激励性的计算机化路线选择博弈,并在可控的实验室环境中进行,以研究该悖论的实际存在情况。路径流量和系统总出行成本(TSTC)的汇总统计数据用于将实验结果与理论结果进行比较。共有12组,每组12名参与者完成了实验,在12个案例中的11个案例中观察到了OIP且OIP的出现具有显著性。虽然信息平均增加了用户的出行成本,但它降低了无信息情景下出行成本的波动性,这表明信息可以实现一个更可靠的系统。类似实验的进一步重复,更重要的是基于实地对该现象的识别,将促使交通专业人员意识到该悖论的出现。此外,此类研究强调了采用自适应交通分配技术以适当地模拟道路网络上信息获取的必要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a06/5597203/f504aca950be/pone.0184191.g001.jpg

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