基于配位方法的潜伏感染T细胞的HIV病毒动力学年龄结构模型的数值分析

IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Mathematics and Computers in Simulation Pub Date : 2024-11-20 DOI:10.1016/j.matcom.2024.09.028
Mengna Li, Zhanwen Yang
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引用次数: 0

摘要

在本文中,我们考虑的数值阈值年龄结构的HIV模型与潜伏感染的T细胞。在连续配置方法的基础上,构造了年龄变量离散化的半离散格式,并给出了数值基本再现数Rh。通过对实基本繁殖数R0的高阶收敛性的研究,给出了Rh与无病局部稳定性的关系。从完全离散化的角度出发,通过嵌入到一个分段不连续的多项式空间而不是分段连续的多项式空间中,得到了一个等价的块- leslie矩阵表达式。考虑了一种基于线性隐式欧拉(IMEX)方法的隐式全离散格式,其计算成本与显式格式几乎相同。更重要的是,当Rh为半离散化的数值动力系统的阈值时,系统的动力学行为在任何时间步长都保持不变。最后,通过HIV模型的数值应用来说明我们的分析。
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Numerical analysis of an age-structured model for HIV viral dynamics with latently infected T cells based on collocation methods
In this paper, we consider the numerical threshold for an age-structured HIV model with latently infected T cells. Based on the continuous collocation methods, a semi-discrete scheme is constructed by discretizing the age variable and a numerical basic reproduction number Rh is provided. With the study of higher-order convergence to the real basic reproduction number R0, the relations between Rh and local stability of disease-free are presented. From the viewpoint of full discretization, an equivalent block-Leslie matrix expression is obtained by embedding into a piecewise-discontinuous polynomial space rather than the piecewise-continuous polynomial space. An implicit full-discrete scheme is considered based on a linearly implicit Euler (IMEX) method, of which the computational cost is almost the same as an explicit scheme. It is more important that the dynamical behavior of the age-semi-discretization system is also preserved for any time step whenever Rh is the threshold for the numerical dynamical system of the age-semi-discretization. Finally, numerical applications are shown to HIV models to illustrate our analysis.
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来源期刊
Mathematics and Computers in Simulation
Mathematics and Computers in Simulation 数学-计算机:跨学科应用
CiteScore
8.90
自引率
4.30%
发文量
335
审稿时长
54 days
期刊介绍: The aim of the journal is to provide an international forum for the dissemination of up-to-date information in the fields of the mathematics and computers, in particular (but not exclusively) as they apply to the dynamics of systems, their simulation and scientific computation in general. Published material ranges from short, concise research papers to more general tutorial articles. Mathematics and Computers in Simulation, published monthly, is the official organ of IMACS, the International Association for Mathematics and Computers in Simulation (Formerly AICA). This Association, founded in 1955 and legally incorporated in 1956 is a member of FIACC (the Five International Associations Coordinating Committee), together with IFIP, IFAV, IFORS and IMEKO. Topics covered by the journal include mathematical tools in: •The foundations of systems modelling •Numerical analysis and the development of algorithms for simulation They also include considerations about computer hardware for simulation and about special software and compilers. The journal also publishes articles concerned with specific applications of modelling and simulation in science and engineering, with relevant applied mathematics, the general philosophy of systems simulation, and their impact on disciplinary and interdisciplinary research. The journal includes a Book Review section -- and a "News on IMACS" section that contains a Calendar of future Conferences/Events and other information about the Association.
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