Optimal control of COVID-19

IF 2.2 Q1 MATHEMATICS, APPLIED
N. Moussouni, M. Aliane
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引用次数: 8

Abstract

Coronavirus disease of 2019 or COVID-19 (acronym for coronavirus disease 2019) is an emerging infectious disease caused by a strain of coronavirus called SARS-CoV-22, contagious with human-to-human transmission via respiratory droplets or by touching contaminated surfaces then touching them face. Faced with what the world lives, to define this problem, we have modeled it as an optimal control problem based on the models of William Ogilvy Kermack et Anderson Gray McKendrick, called SEIR model, modified by adding compartments suitable for our study. Our objective in this work is to maximize the number of recovered people while minimizing the number of infected. We solved the problem theoretically using the Pontryagin maximum principle, numerically we used and compared results of two methods namely the indirect method (shooting method) and the Euler discretization method, implemented in MATLAB.
COVID-19最优控制
2019年冠状病毒病或COVID-19(2019年冠状病毒病的首字母缩写)是由一种名为SARS-CoV-22的冠状病毒株引起的一种新兴传染病,可通过呼吸道飞沫或接触被污染的表面然后触摸其面部进行人际传播。面对世界的生活,为了定义这个问题,我们将其建模为一个最优控制问题,该问题基于William Ogilvy Kermack和Anderson Gray McKendrick的模型,称为SEIR模型,通过添加适合我们研究的隔间进行修改。我们在这项工作中的目标是最大限度地增加康复人数,同时尽量减少感染人数。我们在理论上利用庞特里亚金极大值原理解决了这一问题,在数值上使用并比较了两种方法的结果,即间接法(射击法)和欧拉离散法,并在MATLAB中实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.30
自引率
6.20%
发文量
13
审稿时长
16 weeks
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