传染病多期疫苗的数学模型

Assefa Erba Bikila
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引用次数: 0

摘要

许多疾病,如季节性流感、破伤风和天花,都可以用一剂疫苗接种。然而,有些疾病需要多次接种疫苗才能产生免疫力。需要多阶段疫苗的疾病,如乙型肝炎,在接种疫苗时可能会有额外的并发症,因为一些开始接种疫苗的人可能会忘记完成接种计划,或者在完成接种计划之前就被感染了。这篇论文是关于建立和分析一个模型,以建立一个数学模型来描述传染病的多阶段疫苗的动力学。本文考虑了易感-感染-去除(SIR)流行病模型,对其进行了数学分析和仿真研究。我们讨论了传染病直接传播的流行病模型。该模型假设,在接触的情况下,除了那些免疫的人之外,每个人被传染的可能性都是一样的。采用非线性微分方程系统,采用隔室模型方法,建立SIR流行病学模型,确定传播疾病。研究了传染病传播区隔数学模型的基本繁殖数和平衡点。计算了基本再生数r0,这是平衡点稳定性的阈值量。如果r0 = 1,则出现一个局部渐近稳定的地方性平衡点。关键词:平衡稳定性,SIR,多级疫苗和基本繁殖编号DOI: 10.7176/MTM/9-10-04出版日期:2019年10月31日
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mathematical Model of Infectious Disease with Multistage Vaccine
Many diseases, such as the seasonal influenza, tetanus, and smallpox, can be vaccinated against with a single dose of a vaccine. However, some diseases require multiple doses of a vaccine for immunity. Diseases requiring a multistage vaccine such as Hepatitis B can have extra complications with its vaccination program, as some who start the doses may forget to complete the program or could become infected before completing the program. This thesis concerns the setup and analysis of a model for developing a mathematical model to describe the dynamics of an infectious disease with a multistage vaccine. In this thesis, we considered Susceptible-Infected-Removed (SIR) epidemic models and discussed the mathematical analysis and simulation study is conducted. We discuss an epidemic model which represents the direct transmission of infectious disease. The model assumes that individuals are equally likely to be infected by the infectious individuals in a case of contact except those who are immune. We formulated SIR epidemiological model to determine the transmission disease by using compartmental model approach to using a system of nonlinear differential equations. We study about basic reproduction number and equilibrium point for compartmental mathematical models of infectious disease transmission. The basic reproduction number R 0 , which is a threshold quantity for the stability of equilibrium point is calculated. If R 0 1 then an endemic equilibrium point appears which is locally asymptotically stable. Keywords : Equilibrium Stability, SIR, Multistage Vaccine and Basic Reproduction Number DOI : 10.7176/MTM/9-10-04 Publication date : October 31 st 2019
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