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Triage Scheduling Optimization for Mass Casualty and Disaster Response

机译:大规模人员伤亡和灾难响应的分流调度优化

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摘要

This paper discusses casualty and medical group scheduling for disaster response in order to reduce casualities. First, triage levels and their stochastic transition, Markov Chain, are introduced to establish a function from treated time to probability of death. Then, job shop scheduling model and a genetic algorithm are designed. Finally, we performed a simulation experiment, partially using real data of 5.12 Wenchuan earthquakes for reference. The results show that the algorithm reduces number of mortalities stably and efficiently while considering disturbance events.
机译:为了减少人员伤亡,本文讨论了人员伤亡和医疗小组对灾难的响应安排。首先,引入分诊级别及其随机过渡,即马尔可夫链,以建立从治疗时间到死亡概率的函数。然后,设计了车间作业调度模型和遗传算法。最后,我们进行了模拟实验,部分使用了5.12汶川地震的真实数据作为参考。结果表明,该算法在考虑扰动事件的同时,稳定,有效地降低了死亡率。

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