Optimal control for a tuberculosis model with undetected cases in Cameroon

被引:47
作者
Moualeu, D. P. [1 ]
Weiser, M. [2 ,3 ]
Ehrig, R. [1 ]
Deuflhard, P. [1 ,2 ,3 ,4 ]
机构
[1] Zuse Inst Berlin ZIB, Computat Syst Biol Grp, D-14195 Berlin, Germany
[2] Zuse Inst Berlin ZIB, Res Grp Computat Med, D-14195 Berlin, Germany
[3] DFG Res Ctr Matheon Math Key Technol, Berlin, Germany
[4] Free Univ Berlin, Dept Math & Comp Sci, D-14195 Berlin, Germany
关键词
Tuberculosis; Optimal control; Diagnosis campaign; Nonlinear dynamical systems; CONTROL STRATEGIES; HIV; EPIDEMICS;
D O I
10.1016/j.cnsns.2014.06.037
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper considers the optimal control of tuberculosis through education, diagnosis campaign and chemoprophylaxis of latently infected. A mathematical model which includes important components such as undiagnosed infectious, diagnosed infectious, latently infected and lost-sight infectious is formulated. The model combines a frequency dependent and a density dependent force of infection for TB transmission. Through optimal control theory and numerical simulations, a cost-effective balance of two different intervention methods is obtained. Seeking to minimize the amount of money the government spends when tuberculosis remain endemic in the Cameroonian population, Pontryagin's maximum principle is used to characterize the optimal control. The optimality system is derived and solved numerically using the forward-backward sweep method (FBSM). Results provide a framework for designing cost-effective strategies for diseases with multiple intervention methods. It comes out that combining chemoprophylaxis and education, the burden of TB can be reduced by 80% in 10 years. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:986 / 1003
页数:18
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