A MATHEMATICAL MODEL FOR EBOLA EPIDEMIC WITH SELF-PROTECTION MEASURES

被引:16
|
作者
Berge, T. [1 ,2 ]
Chapwanya, M. [2 ]
Lubuma, J. M. -S. [2 ]
Terefe, Y. A. [2 ]
机构
[1] Univ Dschang, Dept Math & Comp Sci, Dschang, Cameroon
[2] Univ Pretoria, Dept Math & Appl Math, ZA-0002 Pretoria, South Africa
基金
新加坡国家研究基金会;
关键词
Ebola Virus Disease; Dynamical Systems; Behavior Change; Sensitivity Analysis; Nonstandard Finite Difference Method; GLOBAL STABILITY; VIRUS DISEASE; ENVIRONMENT; DYNAMICS; NUMBER;
D O I
10.1142/S0218339018500067
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A mathematical model presented in Berge T, Lubuma JM-S, Moremedi GM, Morris N Shava RK, A simple mathematical model for Ebola in Africa, J Biol Dyn 11(1): 42-74 (2016) for the transmission dynamics of Ebola virus is extended to incorporate vaccination and change of behavior for self-protection of susceptible individuals. In the new setting, it is shown that the disease-free equilibrium is globally asymptotically stable when the basic reproduction number R-0 is less than or equal to unity and unstable when R-0 > 1. In the latter case, the model system admits at least one endemic equilibrium point, which is locally asymptotically stable. Using the parameters relevant to the transmission dynamics of the Ebola virus disease, we give sensitivity analysis of the model. We show that the number of infectious individuals is much smaller than that obtained in the absence of any intervention. In the case of the mass action formulation with vaccination and education, we establish that the number of infectious individuals decreases as the intervention efforts increase. In the new formulation, apart from supporting the theory, numerical simulations of a nonstandard finite difference scheme that we have constructed suggests that the results on the decrease of the number of infectious individuals is valid.
引用
收藏
页码:107 / 131
页数:25
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