OPTIMAL CONTROL OF THE SIR EPIDEMIC MODEL BASED ON DYNAMICAL SYSTEMS THEORY

被引:5
|
作者
Yagasaki, Kazuyuki [1 ]
机构
[1] Kyoto Univ, Grad Sch Informat, Dept Appl Math & Phys, Sakyo Ku, Yoshida Honmachi, Kyoto 6068501, Japan
来源
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B | 2022年 / 27卷 / 05期
关键词
SIR model; optimal control; Hamilton-Jacobi-Bellman equation; dynamical system; stable manifold;
D O I
10.3934/dcdsb.2021144
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We consider the susceptible-infected-removed (SIR) epidemic model and apply optimal control to it successfully. Here two control inputs are considered, so that the infection rate is decreased and infected individuals are removed. Our approach is to reduce computation of the optimal control input to that of the stable manifold of an invariant manifold in a Hamiltonian system. The situation in which the target equilibrium has a center direction is very different from similar previous work. Some numerical examples in which the computer software AUTO is used to numerically compute the stable manifold are given to demonstrate the usefulness of our approach for the optimal control in the SIR model. Our study suggests how we can decrease the number of infected individuals quickly before a critical situation occurs while keeping social and economic burdens small.
引用
收藏
页码:2501 / 2513
页数:13
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