现代城市中避难所的衔接安置

Huanyang Zheng, Jie Wu
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摘要

这篇文章的动机是,现代城市在面对大规模紧急情况时令人惊讶地脆弱,比如最近在巴黎发生的导致130人死亡的恐怖袭击。灾害避难所是处理大规模紧急情况的最有效方法之一。因此,本文建立了成本有限的避难所。目标是在三个限制条件下尽量减少灾害避难所的总建设费用。第一个约束是距离约束,它要求人们必须在一定范围内被分配到避难所。第二个限制是能力限制,这要求避难所必须有能力容纳进入的人。第三个约束是连接约束,它要求避难所应该是连接的,以避免被孤立。提出了两种有界算法来有效地建立灾害避难所。实际数据驱动实验证明了所提算法的效率和有效性。
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Connected placement of disaster shelters in modern cities
This paper is motivated by the fact that modern cities are surprisingly vulnerable to large-scale emergencies, such as the recent terrorist attacks on Paris that resulted in the death of 130 people. Disaster shelters are one of the most effective methods to handle large-scale emergencies. Hence, this paper establishes disaster shelters with bounded costs. The objective is to minimize the total establishment costs of disaster shelters under three constraints. The first constraint is a distance constraint, which requires that people must be assigned to disaster shelters within a certain range. The second constraint is a capacity constraint, which requires that disaster shelters must have the capacity to hold incoming people. The third constraint is a connection constraint, which requires that disaster shelters should be connected to avoid being isolated. Two bounded algorithms are proposed to efficiently establish disaster shelters. Real data-driven experiments are conducted to demonstrate the efficiency and effectiveness of the proposed algorithms.
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