基于离散SEIR流行病模型的多区域人口流动阻断控制分析

Shengce Zhang
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引用次数: 1

摘要

随着COVID-19的快速传播,许多人在中国被感染,因此政府采取了一些措施来防止情况恶化。然而,其中一项行动——控制人口流动(也称为旅行封锁)——对公民的日常生活和中国的经济产生了一些负面影响。因此,应该讨论两者之间的平衡以及控制人口流动的程度。本研究使用SEIR模型模拟区域间的流动,输入三个区域的数据,每个区域都有区域参数变化。其次,根据结果的参数,对无人口流动、有规律人口流动和有控制人口流动的情况进行分析。在得到模型结果的基础上,通过对实例的分析和比较,提出了有效的控制方法。最后,对新的控制策略进行了测试。结论:在传染病流行率差异较大的地区之间应采取交通阻断措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Blocking Population Flow to Control COVID-19 in Multi-regions Based on Discrete SEIR Epidemic Model
With the rapid spread of COVID-19, many people in China are infected, so the government has taken some actions to prevent it from getting worse. However, one of these actions—controlling population flow (also called travel blocking)—has some negative impacts on the citizens’ daily life and China’s economy. Therefore, the balance between the two and the degree to control population flow should be discussed. This research uses SEIR model to simulate the flow between regions with input of the data from three regions, and each region has regional parametric variation. Next, the analysis of the situation of having no population flow, having regular population flow, and having population flow with control is made based on the parameters of the outcomes. After getting the result of the model, an effective way of control is proposed based on analysis and comparison of the cases. At last, test is made on new control strategy. It is concluded that travel blocking should be made between regions that have great infectious rate difference.
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