An Universally Maximal Flow Model for Evacuation Route Planning
首发时间:2012-11-02
Abstract:Evacuation plays an important role in emergency management, and efficient tools are needed to identify routes and departure schedules for evacuation vehicles to guarantee safety and efficiency. Most research works on such problem do not explicitly consider delay and capacity at intersections. However, in congested street networks, turning movement delays and capacity at intersections may be significant, and ignoring them may lead to the calculation of suboptimal or illogical routing plans. With turning delay and capacity at intersections as weights of node, the evacuation road network is expressed as a network with directional node-weight and the problem of finding optimal evacuation routing plans is described as a special universally maximal flow problem. A algorithm is presented to find the optimal route and departure schedule by maximizing the flow arriving at sink by all time t in study period (namely the universally maximal flow over time), which is done by modifying the classical one that do not deal with weights at nodes. A numerical example is given.
keywords: traffic and transpoortation planning and managemet emergency evacuation departure schedule and route universally maximal flow delay and capacity at intersections network with node-weight
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优化疏散路线方案的全局最大流模型
摘要:疏散是应急管理的一项重要内容,其中关于疏散路线及出发时间安排的优化研究对疏散效率的提高具有很强的意义。以往有关疏散路线及出发时间的研究没有充分考虑交叉口延误和通行能力等因素,若疏散涉及城市道路网并经过城市内拥挤路段,忽略这些特性会导致结果不尽合理。将交叉口延误和通行能力表示为节点的分方向权重,将疏散所在道路网描述为一个分方向点权网络,建立了分方向点权网络中的全局最大动态流模型,对疏散车辆的分批次出发时间及路线进行综合优化。通过对经典算法进行改进,得到了在分方向点权网络中寻找全局最大动态流的最小费用路算法。最后以一个数值算例说明模型的应用。
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