Control of COVID-19 transmission dynamics, a game theoretical approach

被引:11
|
作者
Matusik, R. [1 ]
Nowakowski, A. [1 ]
机构
[1] Univ Lodz, Fac Math & Comp Sci, Banacha 22, PL-90238 Lodz, Poland
关键词
COVID-19; Mathematical model of COVID-19; Game theoretic approach; Dual dynamic programming; Sufficient optimality conditions for Nash equilibrium; Numerical algorithm; IMITATION DYNAMICS;
D O I
10.1007/s11071-022-07654-6
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
We analyze a mathematical model of COVID-19 transmission control, which includes the interactions among different groups of the population: vaccinated, susceptible, exposed, infectious, super-spreaders, hospitalized and fatality, based on a system of ordinary differential equations, which describes compartment model of a disease and its treatment. The aim of the model is to predict the development disease under different types of treatment during some fixed time period. We develop a game theoretic approach and a dual dynamic programming method to formulate optimal conditions of the treatment for an administration of a vaccine. Next, we calculate numerically an optimal treatment.
引用
收藏
页码:857 / 877
页数:21
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