Dynamics analysis and optimal control of SIVR epidemic model with incomplete immunity.

IF 4.7 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2022-01-01 Epub Date: 2022-07-18 DOI:10.1186/s13662-022-03723-7
Yiming Liu, Shuang Jian, Jianguo Gao
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Abstract

In this paper, we establish an SIVR model with diffusion, spatially heterogeneous, latent infection, and incomplete immunity in the Neumann boundary condition. Firstly, the threshold dynamic behavior of the model is proved by using the operator semigroup method, the well-posedness of the solution and the basic reproduction number 0 are given. When 0 < 1 , the disease-free equilibrium is globally asymptotically stable, the disease will be extinct; when 0 > 1 , the epidemic equilibrium is globally asymptotically stable, the disease will persist with probability one. Then, we introduce the patient's treatment into the system as the control parameter, and the optimal control of the system is discussed by applying the Hamiltonian function and the adjoint equation. Finally, the theoretical results are verified by numerical simulation.

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具有不完全免疫力的 SIVR 流行模型的动力学分析与优化控制
本文在新曼边界条件下建立了一个具有扩散、空间异质性、潜伏感染和不完全免疫的 SIVR 模型。首先,利用算子半群法证明了该模型的阈值动态行为,给出了解的拟合优度和基本繁殖数ℜ 0。当 ℜ 0 1 时,无病均衡是全局渐近稳定的,疾病将灭绝;当 ℜ 0 > 1 时,流行均衡是全局渐近稳定的,疾病将以 1 的概率持续存在。然后,我们将病人的治疗作为控制参数引入系统,并应用哈密顿函数和邻接方程讨论了系统的最优控制。最后,通过数值模拟验证了理论结果。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
期刊介绍: ACS Applied Bio Materials is an interdisciplinary journal publishing original research covering all aspects of biomaterials and biointerfaces including and beyond the traditional biosensing, biomedical and therapeutic applications. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrates knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important bio applications. The journal is specifically interested in work that addresses the relationship between structure and function and assesses the stability and degradation of materials under relevant environmental and biological conditions.
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