Optimal control strategies for infectious diseases with consideration of behavioral dynamics

IF 1.8 3区 数学 Q1 MATHEMATICS, APPLIED Mathematical Methods in the Applied Sciences Pub Date : 2024-08-27 DOI:10.1002/mma.10388
Omar Forrest, Mo'tassem Al-arydah
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Abstract

We present a simple SVIR (susceptible, vaccinated, infected, recovered) model to analyze the spread of COVID-19, incorporating the influence of the population's caution on the transmission rate, which is considered nonlinear in current number of infected. Demonstrating a positive bound solution confirms the model's biological relevance. Through a formula for the basic reproduction number, we explore the local asymptotic stability of the disease-free equilibrium (DFE) and endemic equilibrium (EE), showing that the existence of the EE relies on the basic reproduction number. Furthermore, we establish the global stability of the DFE by constructing a Lyapunov function. We present an optimal control problem for vaccination, demonstrating the existence and uniqueness of the optimal strategy. Our simulations indicate that optimal vaccination is effective in reducing infections and costs. We also investigate the effect of integrating education into the model to underscore its importance in decreasing disease transmission rates and reducing the necessity for vaccine uptake.

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考虑行为动力学的传染病最佳控制策略
我们提出了一个简单的 SVIR(易感者、接种者、感染者、康复者)模型来分析 COVID-19 的传播,该模型纳入了人口谨慎度对传播率的影响,认为传播率与当前感染者数量呈非线性关系。正约束解的证明证实了该模型的生物学相关性。通过基本繁殖数公式,我们探讨了无病均衡(DFE)和地方病均衡(EE)的局部渐近稳定性,表明地方病均衡的存在依赖于基本繁殖数。此外,我们还通过构建 Lyapunov 函数建立了 DFE 的全局稳定性。我们提出了疫苗接种的最优控制问题,证明了最优策略的存在性和唯一性。我们的模拟结果表明,最佳疫苗接种能有效降低感染率和成本。我们还研究了将教育纳入模型的效果,以强调教育在降低疾病传播率和减少疫苗接种必要性方面的重要性。
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来源期刊
CiteScore
4.90
自引率
6.90%
发文量
798
审稿时长
6 months
期刊介绍: Mathematical Methods in the Applied Sciences publishes papers dealing with new mathematical methods for the consideration of linear and non-linear, direct and inverse problems for physical relevant processes over time- and space- varying media under certain initial, boundary, transition conditions etc. Papers dealing with biomathematical content, population dynamics and network problems are most welcome. Mathematical Methods in the Applied Sciences is an interdisciplinary journal: therefore, all manuscripts must be written to be accessible to a broad scientific but mathematically advanced audience. All papers must contain carefully written introduction and conclusion sections, which should include a clear exposition of the underlying scientific problem, a summary of the mathematical results and the tools used in deriving the results. Furthermore, the scientific importance of the manuscript and its conclusions should be made clear. Papers dealing with numerical processes or which contain only the application of well established methods will not be accepted. Because of the broad scope of the journal, authors should minimize the use of technical jargon from their subfield in order to increase the accessibility of their paper and appeal to a wider readership. If technical terms are necessary, authors should define them clearly so that the main ideas are understandable also to readers not working in the same subfield.
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