Optimal control of behaviour and treatment in a nonautonomous SIR model

Samhita Das, P. Das, P. Das
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引用次数: 5

Abstract

In this paper, we have considered a nonautonomous susceptible, infected, removed (SIR) model with saturation incidence rate for disease transmission. The global dynamical properties like permanence and global stability of the system as well as extinction of disease are analytically and numerically studied. The impact of behavioural patterns of individuals on disease control is validated along with possible applications. Furthermore, Pontryagin's Maximum Principle is used to characterise optimal level of the two controls, treatment and awareness level. Our objective is to minimise the infected population as well as the cost of applied control. The controls at optimal level are found to achieve different levels of impact on infection. It is observed that the combined impact of treatment and awareness exhibits more effective result in disease control compared to their single application. Based on observation, the strategy regarding the implementation of awareness and treatment is suggested.
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非自治SIR模型中行为和治疗的最优控制
在本文中,我们考虑了一个具有饱和发病率的疾病传播的非自治易感、感染、去除(SIR)模型。对系统的持久性、全局稳定性以及疾病的灭绝等全局动力学特性进行了分析和数值研究。验证了个人行为模式对疾病控制的影响以及可能的应用。此外,Pontryagin的最大值原理被用来描述两种控制的最佳水平,即治疗和意识水平。我们的目标是最大限度地减少感染人群以及应用控制的成本。发现最佳水平的对照对感染产生不同程度的影响。据观察,与单一应用相比,治疗和意识的综合影响在疾病控制方面表现出更有效的效果。根据观察结果,提出了实施意识和治疗的策略。
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来源期刊
CiteScore
0.80
自引率
0.00%
发文量
16
期刊介绍: IJDSDE is a quarterly international journal that publishes original research papers of high quality in all areas related to dynamical systems and differential equations and their applications in biology, economics, engineering, physics, and other related areas of science. Manuscripts concerned with the development and application innovative mathematical tools and methods from dynamical systems and differential equations, are encouraged.
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