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Using Behavior-Consistent Information-Based Control for Traffic Routing in Real-Time Evacuation Operations

机译:在实时疏散操作中使用基于行为的基于信息的控制进行交通路由

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The evacuation operations problem aims to avoid or mitigate the potential loss of life in a regionthreatened/affected by a disaster. It is shaped by the evolution of evacuation traffic resultingfrom the demand-supply interactions of the associated transportation network. Information-basedcontrol is a strategic tool for evacuation traffic operations as it can enable greater access to theaffected population and more effective response. This study develops a control module forevacuation operations centered on addressing the demand-supply interactions by using behavior consistentinformation strategies. These strategies incorporate the likely responses of evacuees tothe information provided in the determination of route guidance information. The control moduleworks as an iterative computational process involving an evacuee route choice model and acontrol model of information strategies to determine the route guidance information to directevacuation traffic so as to approach a desired network traffic flow pattern. The problem isformulated as a fuzzy logic based optimization framework to explicitly incorporate practicalconcerns related to information dissemination characteristics and social equity in evacuationoperations. Numerical experiments highlight the importance of accounting for the demand supplyinteractions, as the use of behavior-consistent information strategies can lead evacueeroute choices to approach the operator-desired proportions corresponding to the desired trafficpattern. The results also indicate that while a behavior-consistent information strategy can beeffective, gaps with the desired route proportions can exist due to the discrete linguistic nature ofthe messages and the real-world difficulty in accurately modeling evacuees’ actual route choicebehavior.
机译:疏散行动问题旨在避免或减轻该地区潜在的生命损失 受灾难的威胁/影响。它是由疏散交通的演变所形成的 从相关运输网络的供需互动中得出。信息化 控制是疏散交通运营的战略工具,因为它可以使人们更容易进入 受影响的人群和更有效的应对。这项研究开发了一个控制模块,用于 疏散操作的重点是通过使用一致的行为来解决需求-供应互动 信息策略。这些策略结合了撤离者可能对 确定路线引导信息时提供的信息。控制模块 用作涉及撤离路线选择模型和撤离路线选择的迭代计算过程 信息策略的控制模型,以确定要引导的路线引导信息 疏散流量,以便接近所需的网络流量流模式。问题是 公式化为基于模糊逻辑的优化框架,以明确地结合实际 与疏散中的信息传播特征和社会公平有关的担忧 操作。数值实验突显了对需求供给进行核算的重要性 互动,因为使用行为一致的信息策略可能导致撤离 进行路线选择,以接近运营商期望的比例,以达到所需的交通量 图案。结果还表明,尽管行为一致的信息策略可以 有效的是,由于语言的离散语言性质,可能存在具有所需路径比例的空隙 信息和现实世界中难以准确建模撤离人员的实际路线选​​择的困难 行为。

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