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
相关论文
共 50 条
  • [1] Control of COVID-19 transmission dynamics, a game theoretical approach
    R. Matusik
    A. Nowakowski
    Nonlinear Dynamics, 2022, 110 : 857 - 877
  • [2] Transmission dynamics and control strategies of COVID-19: a modelling study
    Mustapha, U. T.
    Hincal, E.
    Yusuf, A.
    Qureshi, S.
    Sanlidag, T.
    Muhammad, S. M.
    Kaymakamzade, B.
    Gokbulut, N.
    BULLETIN OF THE KARAGANDA UNIVERSITY-MATHEMATICS, 2021, 102 (02): : 92 - 105
  • [3] Transmission dynamics and control methodology of COVID-19: A modeling study
    Zhu, Hongjun
    Li, Yan
    Jin, Xuelian
    Huang, Jiangping
    Liu, Xin
    Qian, Ying
    Tan, Jindong
    APPLIED MATHEMATICAL MODELLING, 2021, 89 : 1983 - 1998
  • [4] TRANSMISSION DYNAMICS AND CONTROL STRATEGIES OF COVID-19 IN WUHAN, CHINA
    Pang, Liuyong
    Liu, Sanhong
    Zhang, Xinan
    Tian, Tianhai
    Zhao, Zhong
    JOURNAL OF BIOLOGICAL SYSTEMS, 2020, 28 (03) : 543 - 560
  • [5] Transmission Dynamics and Control of COVID-19: A Mathematical Modelling Study
    Das, Kalyan
    Srinivas, M. N.
    Shahrear, Pabel
    Rahman, S. M. Saydur
    Nahid, Md M. H.
    Murthy, B. S. N.
    JOURNAL OF APPLIED NONLINEAR DYNAMICS, 2023, 12 (02) : 405 - 425
  • [6] Effects of the quarantine on the individuals' risk of Covid-19 infection: Game theoretical approach
    Ozkaya, Murat
    Izgi, Burhaneddin
    ALEXANDRIA ENGINEERING JOURNAL, 2021, 60 (04) : 4157 - 4165
  • [7] CONTROLLING THE TRANSMISSION DYNAMICS OF COVID-19
    Moore, Stephen Edward
    Okyere, Eric
    COMMUNICATIONS IN MATHEMATICAL BIOLOGY AND NEUROSCIENCE, 2022,
  • [8] Transmission dynamics of the COVID-19 epidemic in England
    Liu, Yang
    Tang, Julian W.
    Lam, Tommy T. Y.
    INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2021, 104 : 132 - 138
  • [9] Dynamics of COVID-19 transmission with comorbidity: a data driven modelling based approach
    Das, Parthasakha
    Nadim, Sk Shahid
    Das, Samhita
    Das, Pritha
    NONLINEAR DYNAMICS, 2021, 106 (02) : 1197 - 1211
  • [10] Dynamics of COVID-19 transmission with comorbidity: a data driven modelling based approach
    Parthasakha Das
    Sk Shahid Nadim
    Samhita Das
    Pritha Das
    Nonlinear Dynamics, 2021, 106 : 1197 - 1211