Optimal control of an HIV model with a trilinear antibody growth function

K. Allali, Sanaa Harroudi, Delfim F. M. Torres
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引用次数: 4

Abstract

We propose and study a new mathematical model of the human immunodeficiency virus (HIV). The main novelty is to consider that the antibody growth depends not only on the virus and on the antibodies concentration but also on the uninfected cells concentration. The model consists of five nonlinear differential equations describing the evolution of the uninfected cells, the infected ones, the free viruses, and the adaptive immunity. The adaptive immune response is represented by the cytotoxic T-lymphocytes (CTL) cells and the antibodies with the growth function supposed to be trilinear. The model includes two kinds of treatments. The objective of the first one is to reduce the number of infected cells, while the aim of the second is to block free viruses. Firstly, the positivity and the boundedness of solutions are established. After that, the local stability of the disease free steady state and the infection steady states are characterized. Next, an optimal control problem is posed and investigated. Finally, numerical simulations are performed in order to show the behavior of solutions and the effectiveness of the two incorporated treatments via an efficient optimal control strategy.
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具有三线性抗体生长函数的HIV模型的最优控制
我们提出并研究了一个新的人类免疫缺陷病毒(HIV)的数学模型。主要的新颖之处在于考虑到抗体的生长不仅取决于病毒和抗体的浓度,还取决于未感染细胞的浓度。该模型由五个非线性微分方程组成,分别描述了未感染细胞、感染细胞、游离病毒和适应性免疫的进化过程。适应性免疫反应以细胞毒性t淋巴细胞(CTL)和生长功能呈三线性的抗体为代表。该模型包括两种处理方法。第一种方法的目的是减少感染细胞的数量,而第二种方法的目的是阻断游离病毒。首先,建立了解的正性和有界性。然后对无病稳态和感染稳态的局部稳定性进行了表征。其次,提出并研究了最优控制问题。最后进行了数值模拟,通过有效的最优控制策略来展示解的行为和两种合并处理的有效性。
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