Optimal Vaccination Policies for an SIR Model with Limited Resources

被引:33
作者
Zhou, Yinggao [1 ]
Yang, Kuan [2 ]
Zhou, Kai [1 ]
Liang, Yiting [3 ]
机构
[1] Cent South Univ, Sch Math & Stat, Changsha 410083, Hunan, Peoples R China
[2] Hunan Univ, Sch Business Adminstrat, Changsha 410082, Hunan, Peoples R China
[3] Cent South Univ, Sch Informat Sci & Engn, Changsha 410083, Hunan, Peoples R China
关键词
SIR model; Maximum principle; Vaccination; Optimal control; Limited vaccine supply; TRANSMISSION DYNAMICS; INFLUENZA;
D O I
10.1007/s10441-014-9216-x
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The purpose of the paper is to use analytical method and optimization tool to suggest a vaccination program intensity for a basic SIR epidemic model with limited resources for vaccination. We show that there are two different scenarios for optimal vaccination strategies, and obtain analytical solutions for the optimal control problem that minimizes the total cost of disease under the assumption of daily vaccine supply being limited. These solutions and their corresponding optimal control policies are derived explicitly in terms of initial conditions, model parameters and resources for vaccination. With sufficient resources, the optimal control strategy is the normal Bang-Bang control. However, with limited resources, the optimal control strategy requires to switch to time-variant vaccination.
引用
收藏
页码:171 / 181
页数:11
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