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一种用于严重急性呼吸综合征冠状病毒2感染传播动力学的含非线性偏微分方程的分数阶数学模型。

A fractional mathematical model with nonlinear partial differential equations for transmission dynamics of severe acute respiratory syndrome coronavirus 2 infection.

作者信息

Thabet Hayman, Kendre Subhash

机构信息

Division of Applied Mathematics, Brown University, Providence, RI 02906, USA.

Department of Mathematics, University of Aden, Aden, Yemen.

出版信息

Healthc Anal (N Y). 2023 Dec;4:100209. doi: 10.1016/j.health.2023.100209. Epub 2023 Jun 12.

Abstract

This study presents a fractional mathematical model based on nonlinear Partial Differential Equations (PDEs) of fractional variable-order derivatives for the host populations experiencing transmission and evolution of the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) pandemic. Five host population groups have been considered, the Susceptible, Exposed, Infected, Recovered, and Deceased (SEIRD). The new model, not introduced before in its current formulation, is governed by nonlinear PDEs with fractional variable-order derivatives. As a result, the proposed model is not compared with other models or real scenarios. The advantage of the proposed fractional partial derivatives of variable orders is that they can model the rate of change of subpopulation for the proposed model. As an efficient tool to obtain the solution of the proposed model, a modified analytical technique based on the homotopy and Adomian decomposition methods is introduced. Then again, the present study is general and is applicable to a host population in any country.

摘要

本研究提出了一种基于分数阶非线性偏微分方程(PDEs)的分数阶数学模型,用于描述经历严重急性呼吸综合征冠状病毒2(SARS-CoV-2)大流行传播和演变的宿主人群。该模型考虑了五个宿主人群组,即易感者、暴露者、感染者、康复者和死亡者(SEIRD)。这个新模型,在其当前形式中之前未被引入,由具有分数阶可变导数的非线性偏微分方程控制。因此,所提出的模型未与其他模型或实际情况进行比较。所提出的分数阶可变导数的优点在于它们可以为所提出的模型模拟亚群的变化率。作为获得所提出模型解的一种有效工具,引入了一种基于同伦和阿多米安分解方法的改进解析技术。此外,本研究具有普遍性,适用于任何国家的宿主人群。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb29/10288822/f06da34d8cd5/gr1_lrg.jpg

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