Modelling and optimal control for Chikungunya disease.

IF 1.3 4区 生物学 Q3 BIOLOGY
Theory in Biosciences Pub Date : 2021-02-01 Epub Date: 2020-10-31 DOI:10.1007/s12064-020-00324-4
Miled El Hajji
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引用次数: 13

Abstract

A generalized model of intra-host CHIKV infection with two routes of infection has been proposed. In a first step, the basic reproduction number [Formula: see text] was calculated using the next-generation matrix method and the local and global stability analyses of the steady states are carried out using the Lyapunov method. It is proven that the CHIKV-free steady state [Formula: see text] is globally asymptotically stable when [Formula: see text] and the infected steady state [Formula: see text] is globally asymptotically stable when [Formula: see text]. In a second step, we applied an optimal strategy via the antibodies' flow rate in order to optimize infected compartment and to maximize the uninfected one. For this, we formulated a nonlinear optimal control problem. Existence of the optimal solution was discussed and characterized using an adjoint variables. Thus, an algorithm based on competitive Gauss-Seidel-like implicit difference method was applied in order to resolve the optimality system. The theoretical results are confirmed by some numerical simulations.

基孔肯雅病的建模和最优控制。
提出了一种具有两种感染途径的宿主内CHIKV感染的广义模型。第一步,采用新一代矩阵法计算基本再现数[公式:见文],并采用Lyapunov方法进行稳态的局部和全局稳定性分析。证明当[公式:见文]时,无chikv稳态[公式:见文]是全局渐近稳定的,当[公式:见文]时,感染chikv稳态[公式:见文]是全局渐近稳定的。在第二步中,我们应用了一个优化策略,通过抗体的流速来优化感染隔间,最大化未感染隔间。为此,我们提出了一个非线性最优控制问题。讨论了最优解的存在性,并用伴随变量对其进行了表征。为此,采用一种基于竞争类高斯-赛德尔隐式差分法的算法求解最优性系统。数值模拟结果证实了理论结果。
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
Theory in Biosciences
Theory in Biosciences 生物-生物学
CiteScore
2.70
自引率
9.10%
发文量
21
审稿时长
3 months
期刊介绍: Theory in Biosciences focuses on new concepts in theoretical biology. It also includes analytical and modelling approaches as well as philosophical and historical issues. Central topics are: Artificial Life; Bioinformatics with a focus on novel methods, phenomena, and interpretations; Bioinspired Modeling; Complexity, Robustness, and Resilience; Embodied Cognition; Evolutionary Biology; Evo-Devo; Game Theoretic Modeling; Genetics; History of Biology; Language Evolution; Mathematical Biology; Origin of Life; Philosophy of Biology; Population Biology; Systems Biology; Theoretical Ecology; Theoretical Molecular Biology; Theoretical Neuroscience & Cognition.
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