经典靶细胞宿主内有限动力学hiv模型的非标准有限差分法分析-数值及其应用。

IF 2.6 4区 工程技术 Q1 Mathematics
Benjamin Wacker, Jan-E Christian Schlüter
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引用次数: 0

摘要

数学建模和数值模拟是获得动态过程理论见解的宝贵工具,例如,宿主内病毒动力学或个体之间的疾病传播。在这项工作中,我们提出了一种新的时间离散化,即所谓的非标准有限差分法,用于经典靶细胞宿主内hiv模型的数值模拟。在我们的例子中,我们使用动力系统右边函数的非局部近似。这意味着这个右边的函数是由我们的非等距时间网格的当前和以前的时间步长近似的。与经典的显式时间步进方案(如龙格-库塔方法)相比,我们的新时间离散化方法的主要优点是保持非负性,通常发生在生物或物理过程中,并且收敛到正确的平衡点,而不依赖于时间步长。此外,我们证明了我们的时间离散解分量的有界性,这强调了时间连续模型的生物合理性,以及对时间连续问题解的线性收敛性。我们还通过修改理查森外推的思想,从我们的一阶建议模型构建了高阶非标准有限差分方法。这种外推思想提高了时间离散解的准确性。最后,我们通过数值实验强调了我们的理论发现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of a non-standard finite-difference-method for the classical target cell limited dynamical within-host HIV-model - Numerics and applications.

Mathematical modeling and numerical simulation are valuable tools for getting theoretical insights into dynamic processes such as, for example, within-host virus dynamics or disease transmission between individuals. In this work, we propose a new time discretization, a so-called non-standard finite-difference-method, for numerical simulation of the classical target cell limited dynamical within-host HIV-model. In our case, we use a non-local approximation of our right-hand-side function of our dynamical system. This means that this right-hand-side function is approximated by current and previous time steps of our non-equidistant time grid. In contrast to classical explicit time stepping schemes such as Runge-Kutta methods which are often applied in these simulations, the main advantages of our novel time discretization method are preservation of non-negativity, often occurring in biological or physical processes, and convergence towards the correct equilibrium point, independently of the time step size. Additionally, we prove boundedness of our time-discrete solution components which underline biological plausibility of the time-continuous model, and linear convergence towards the time-continuous problem solution. We also construct higher-order non-standard finite-difference-methods from our first-order suggested model by modifying ideas from Richardson's extrapolation. This extrapolation idea improves accuracy of our time-discrete solutions. We finally underline our theoretical findings by numerical experiments.

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来源期刊
Mathematical Biosciences and Engineering
Mathematical Biosciences and Engineering 工程技术-数学跨学科应用
CiteScore
3.90
自引率
7.70%
发文量
586
审稿时长
>12 weeks
期刊介绍: Mathematical Biosciences and Engineering (MBE) is an interdisciplinary Open Access journal promoting cutting-edge research, technology transfer and knowledge translation about complex data and information processing. MBE publishes Research articles (long and original research); Communications (short and novel research); Expository papers; Technology Transfer and Knowledge Translation reports (description of new technologies and products); Announcements and Industrial Progress and News (announcements and even advertisement, including major conferences).
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