传染病管理数学建模的几个方面

A. Bucur
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引用次数: 0

摘要

对流行病及其管理的数学研究已经进行了许多年,然而,在最近几年,新的模型已经发表。公共卫生被认为是非常重要的,必须加以监测,因为由于出现更多类型的微生物,公共卫生长期处于危险之中。隔间模型,如指数模型、SI、SIS、SIR、SEIRS、SEIAR、MESIR模型,以及其他广义SIR模型,在研究流行病的传播以及在MATLAB、Maple、GLEAMviz等软件中的模拟方面,过去和现在都是非常出色的。本文有两个主要目标:a.在Maple和GLEAMviz中对COVID-19的传播进行新的模拟;b.建议对SIR模型进行推广,以分析COVID-19的传播并在GLEAMviz中进行模拟。结论是,数学模型一般具有再现阈值,可用于预测大流行是增加阶段还是减少阶段,并且各种程序中的数学模型和模拟有助于改进疫情分析方法和公共卫生系统管理。
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SOME ASPECTS ABOUT MATHEMATICAL MODELING FOR EPIDEMIC MANAGEMENT
The mathematical study of epidemics and their management has been performed for many years, however, in the last few years, new models have been published. Public health is considered very important and has to be monitored, as it is permanently under risk due to the appearance of even more types of microorganisms. Compartmental models, such as exponential models, SI, SIS, SIR, SEIRS, SEIAR, MESIR models, other generalized SIR models were and still are remarkable for studying the spread of an epidemic and for their simulations in software such as MATLAB, Maple, GLEAMviz, etc. The paper has two main objectives: a. to present new simulations in Maple and GLEAMviz for the spread of COVID-19; b. to suggest a generalization of the SIR model for analyzing the spread of COVID-19 and a simulation of it in GLEAMviz. The conclusions are that, generally, mathematical models show a value of a reproduction threshold, which can be used to forecast whether the pandemic is the increasing or decreasing phase, and that mathematical models and simulations in various programs facilitate the improvement of methods of analysis of an epidemic situation and the management of the public health system.
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来源期刊
CiteScore
4.20
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0.00%
发文量
15
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