Research article Special Issues

Discrete-time COVID-19 epidemic model with bifurcation and control

  • Received: 22 September 2021 Accepted: 15 December 2021 Published: 22 December 2021
  • The local dynamics with different topological classifications, bifurcation analysis and chaos control in a discrete-time COVID-19 epidemic model are investigated in the interior of $ \mathbb{R}_+^3 $. It is proved that discrete-time COVID-19 epidemic model has boundary equilibrium solution for all involved parameters, but it has an interior equilibrium solution under definite parametric condition. Then by linear stability theory, local dynamics with different topological classifications are investigated about boundary and interior equilibrium solutions of the discrete-time COVID-19 epidemic model. Further for the discrete-time COVID-19 epidemic model, existence of periodic points and convergence rate are also investigated. It is also investigated the existence of possible bifurcations about boundary and interior equilibrium solutions, and proved that there exists no flip bifurcation about boundary equilibrium solution. Moreover, it is proved that about interior equilibrium solution there exists hopf and flip bifurcations, and we have studied these bifurcations by utilizing explicit criterion. Next by feedback control strategy, chaos in the discrete COVID-19 epidemic model is also explored. Finally numerically verified theoretical results.

    Citation: A. Q. Khan, M. Tasneem, M. B. Almatrafi. Discrete-time COVID-19 epidemic model with bifurcation and control[J]. Mathematical Biosciences and Engineering, 2022, 19(2): 1944-1969. doi: 10.3934/mbe.2022092

    Related Papers:

  • The local dynamics with different topological classifications, bifurcation analysis and chaos control in a discrete-time COVID-19 epidemic model are investigated in the interior of $ \mathbb{R}_+^3 $. It is proved that discrete-time COVID-19 epidemic model has boundary equilibrium solution for all involved parameters, but it has an interior equilibrium solution under definite parametric condition. Then by linear stability theory, local dynamics with different topological classifications are investigated about boundary and interior equilibrium solutions of the discrete-time COVID-19 epidemic model. Further for the discrete-time COVID-19 epidemic model, existence of periodic points and convergence rate are also investigated. It is also investigated the existence of possible bifurcations about boundary and interior equilibrium solutions, and proved that there exists no flip bifurcation about boundary equilibrium solution. Moreover, it is proved that about interior equilibrium solution there exists hopf and flip bifurcations, and we have studied these bifurcations by utilizing explicit criterion. Next by feedback control strategy, chaos in the discrete COVID-19 epidemic model is also explored. Finally numerically verified theoretical results.



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    [1] D. Zou, L. Wang, P. Xu, J. Chen, W. Zhang, Q. Gu, Epidemic model guided machine learning for COVID-19 forecasts in the United States, preprint, medRxiv, (2020). doi: 10.1101/2020.05.24.20111989.
    [2] E. L. Ray, N. Wattanachit, J. Niemi, A. H. Kanji, K. House, E. Y. Cramer, et al., Ensemble forecasts of coronavirus disease 2019 (COVID-19) in the US, preprint, medRxiv, (2020). doi: 10.1101/2020.08.19.20177493.
    [3] K. Shea, R. K. Borchering, W. J. Probert, E. Howerton, T. L. Bogich, S. Li, et al., COVID-19 reopening strategies at the county level in the face of uncertainty: multiple models for outbreak decision support, preprint, medRxiv, (2020). doi: 10.1101/2020.11.03.20225409.
    [4] S. S. Nadim, I. Ghosh, J. Chattopadhyay, Short-term predictions and prevention strategies for COVID-19: a model-based study. Appl. Math. Comput., 404 (2021), 126251. doi: 10.1016/j.amc.2021.126251. doi: 10.1016/j.amc.2021.126251
    [5] M. T. Li, G. Q. Sun, J. Zhang, Y. Zhao, X. Pei, L. Li, et al., Analysis of COVID-19 transmission in Shanxi Province with discrete time imported cases, Math. Biosci. Eng., 17 (2020), 3710–3720. doi: 10.3934/mbe.2020208. doi: 10.3934/mbe.2020208
    [6] H. Tian, Y. Liu, Y. Li, C. H. Wu, B. Chen, M. U. Kraemer, et al., An investigation of transmission control measures during the first 50 days of the COVID-19 epidemic in China, Science, 368 (2020), 638–642. doi: 10.1126/science.abb6105. doi: 10.1126/science.abb6105
    [7] G. Q. Sun, S. F. Wang, M. T. Li, L. Li, J. Zhang, W. Zhang, et al., Transmission dynamics of COVID-19 in Wuhan, China: effects of lockdown and medical resources, Nonlinear Dyn., 101 (2020), 1981–1993. doi: 10.1007/s11071-020-05770-9. doi: 10.1007/s11071-020-05770-9
    [8] A. Tesfaya, T. Saeed, A. Zeb, D. Tesfay, A. Khalafa, J. Brannanc, Dynamics of a stochastic COVID-19 epidemic model with jump-diffusion, Adv. Differ. Equ., 2021 (2021), 1–18. doi: 10.1186/s13662-021-03396-8. doi: 10.1186/s13662-021-03396-8
    [9] E. A. Grove, G. Ladas, Periodicities in nonlinear difference equations, Chapman and Hall/CRC, 2004.
    [10] A. Wikan, Discrete dynamical systems: with an introduction to discrete optimization problems, Bookboon, 2013.
    [11] S. N. Elaydi, An introduction to difference equations, Springer-Verlag, 1996.
    [12] M. R. Kulenovic, G. Ladas, Dynamics of second order rational difference equations: with open problems and conjectures, Chapman and Hall/CRC, 2001.
    [13] E. Camouzis, G. Ladas, Dynamics of third-order rational difference equations with open problems and conjectures, CRC Press, 2007.
    [14] W. B. Zhang, Discrete dynamical systems, bifurcations and chaos in economics, Elsevier, 2006.
    [15] M. Pituk, More on Poincare's and Perron's theorems for difference equations, J. Differ. Equations Appl., 8 (2002), 201-216. doi: 10.1080/10236190211954. doi: 10.1080/10236190211954
    [16] J. Guckenheimer, P. Holmes, Nonlinear oscillations, dynamical systems and bifurcation of vector fields New York, Springer-Verlag, 1983.
    [17] Y. A. Kuznetsov, Elements of applied bifurcation theorey, 3rd edition, Springer-Verlag, 2004.
    [18] G. Wen, Criterion to identify hopf bifurcations in maps of arbitrary dimension, Phys. Rev. E, 72 (2005), 026201. doi: 10.1103/PhysRevE.72.026201. doi: 10.1103/PhysRevE.72.026201
    [19] S. Yao, New bifurcation critical criterion of Flip-Neimark-Sacker bifurcations for two-parameterized family of-dimensional discrete systems, Discrete Dyn. Nat. Soc., 2012 (2012), 1–12. doi: 10.1155/2012/264526. doi: 10.1155/2012/264526
    [20] S. Liu, M. Liu, Dynamic analysis of a stochastic SEQIR model and application in the COVID-19 pandemic, Discrete Dyn. Nat. Soc., 2021 (2021). doi: 10.1155/2021/6125064. doi: 10.1155/2021/6125064
    [21] R. Forien, G. Pang, È. Pardoux, Estimating the state of the COVID-19 epidemic in France using a model with memory, R. Soc. Open Sci., 8 (2021), 202327. doi: 10.1098/rsos.202327. doi: 10.1098/rsos.202327
    [22] M. Gatto, E. Bertuzzo, L. Mari, S. Miccoli, L. Carraro, R. Casagrandi, et al., Spread and dynamics of the COVID-19 epidemic in Italy: Effects of emergency containment measures, Proc. Natl. Acad. Sci., 117 (2020), 10484–10491. doi: 10.1073/pnas.2004978117. doi: 10.1073/pnas.2004978117
    [23] Life expectancy, Available from: https://www.worldometers.info/population.
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