基于埃塞俄比亚数据的COVID-19动态最优控制分析

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引用次数: 0

摘要

本文提出了COVID-19传播动态的最优控制方法。首先,我们研究了系统的解有界性、正性、无病平衡点和地方性平衡点以及平衡点的局部稳定性和全局稳定性。当基本繁殖数小于1时,无病平衡点是全局渐近稳定的,否则存在地方性平衡点。其次,对基本再现数进行了敏感性分析。此外,该模型还使用2023年2月1日至2023年3月2日在埃塞俄比亚报告的COVID-19感染病例进行拟合。然后利用最小二乘法结合MATLAB软件对报告的数据进行模型参数值的估计。此外,采用预防、接种和治疗三种控制策略确定了最优腐败最小化策略。利用庞特里亚金极大值原理,建立了最优控制的存在性和表征。最后,通过对最优系统的分析,得出预防与治疗相结合是使疾病负担最小化的最优、成本最小的策略。
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Optimal Control Analysis of the Dynamics of COVID-19 with Application to Ethiopian Data
In this paper, we proposed an optimal control of the COVID-19 transmission dynamics. First, we investigated system features such as solution boundedness, positivity, disease-free and endemic equilibrium, and the local and global stability of equilibrium points. Besides, a disease-free equilibrium point is globally asymptotically stable if the basic reproduction number is less than one, and an endemic equilibrium point exists otherwise. Secondly, we have shown the sensitivity analysis of the basic reproduction number. Also the model is then fitted using COVID-19 infected reported in Ethiopia from February 1,2023 to March 2,2023. The values of model parameters are then estimated from the data reported using the least square method together with the the MATLAB software. Moreover, the optimal corruption minimization strategies are determined using three controls strategies, namely prevention, vaccination and treatment. The existence of the optimal controls and characterization is established using Pontryagin’s Maximum Principle. Finally, based on analysis of optimality system, the combination of the prevention and treatment of infected is the most optimal and least cost strategy to minimize the burden of the disease.
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来源期刊
Applied Mathematics & Information Sciences
Applied Mathematics & Information Sciences Mathematics-Numerical Analysis
CiteScore
2.10
自引率
0.00%
发文量
85
审稿时长
5.3 months
期刊介绍: Information not localized
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