管理灾害响应的敏捷物流模拟和优化

F. Barahona, M. Ettl, Marek Petrik, Peter M. Rimshnick
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引用次数: 15

摘要

飓风、地震或洪水等灾难性事件要求应急人员迅速分发紧急救济物资,以保护受害者的健康和生命。在本文中,我们开发了一个模拟和优化框架,用于管理在多层供应网络中分配救济物资的物流。仿真模型捕获了救灾物资的优化库存、联邦或州政府运营的分期设施的分配操作、需求的不确定性以及灾难响应操作的动态进展。我们应用稳健的优化技术来制定优化的库存政策,并在分期设施和分发点之间调度救援物资。模拟框架可容纳各种灾难情景和压力源,并有助于评估响应计划和政策的有效性,以更好地应对灾难。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Agile logistics simulation and optimization for managing disaster responses
Catastrophic events such as hurricanes, earthquakes or floods require emergency responders to rapidly distribute emergency relief supplies to protect the health and lives of victims. In this paper we develop a simulation and optimization framework for managing the logistics of distributing relief supplies in a multi-tier supply network. The simulation model captures optimized stocking of relief supplies, distribution operations at federal or state-operated staging facilities, demand uncertainty, and the dynamic progression of disaster response operations. We apply robust optimization techniques to develop optimized stocking policies and dispatch of relief supplies between staging facilities and points of distribution. The simulation framework accommodates a wide range of disaster scenarios and stressors, and helps assess the efficacy of response plans and policies for better disaster response.
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