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A CA-based Model for Simulating Vehicular-Pedestrian Mixed Flows in a Congested Network

机译:基于CA的拥塞网络中行人混合流模拟模型

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In design of evacuation plans for major metropolises, it should be recognized that a potentially largenumber of evacuees depend either on transit or other modes for evacuation, or need to walk over a distanceto access their cars. In the process of approaching some designated pick-up points or intermediatedestinations, the massive number of pedestrians may incur tremendous burden to vehicles in the roadwaynetwork. Hence, development of a simulation tool, capable of replicating the realistic road condition forboth the pedestrian and vehicle flows under the chaotic situation, is an imperative task. Such a simulationtool should be able to account for individual behaviors as well as all kinds of interactions, includingconflicts between pedestrians, between vehicles, and between pedestrians and vehicles. Despite theincreasing use of traffic simulation as the primary analysis tool, effective mechanisms to simulate themixed vehicle-pedestrian flows under congested environments remains at its infancy. In this study, weattempt to address this vital subject with the Mixed-Cellular Automata (MCA) method. Our proposedsimulation model has integrated the strengths of the CA method with some probabilistic functions, offeringa realistic mechanism to reflect the competing and conflict interactions between vehicle and pedestrianflows. Although the development remains at its preliminary stage, our experimental results clearly indicatethat failing to account for the impact of mixed flow interactions in a congested traffic system could resultin far underestimate of the delay, travel time, and system throughput.
机译:在设计主要城市的疏散计划时,应认识到潜在的大型疏散计划 疏散人员的数量取决于过境或其他疏散方式,或需要步行一定距离 来访问他们的汽车。在接近某些指定接送点或中间地点的过程中 目的地,大量的行人可能会对道路上的车辆造成巨大负担 网络。因此,开发了一种仿真工具,该工具能够复制实际的路况,用于 在混乱的情况下,行人和车辆的流动都是当务之急。这样的模拟 工具应能够说明个人行为以及各种互动,包括 行人之间,车辆之间以及行人与车辆之间发生冲突。尽管 越来越多地使用流量模拟作为主要分析工具,以有效的方式模拟 在拥挤的环境下,混合的行人流量仍处于起步阶段。在这项研究中,我们 尝试通过混合细胞自动机(MCA)方法解决这一重要问题。我们的建议 仿真模型将CA方法的优势与一些概率函数相结合,提供了 反映车辆和行人之间竞争和冲突相互作用的现实机制 流。尽管开发仍处于初期阶段,但我们的实验结果清楚地表明 无法解决交通拥堵系统中混合流交互的影响可能导致 远远低估了延迟,旅行时间和系统吞吐量。

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