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Optimal control strategies for a two-group epidemic model with vaccination-resource constraints

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  • Zhang, Heting
  • Yang, Zhanwen
  • Pawelek, Kasia A
  • Liu, Shengqiang

Abstract

In a resource-limited environment, we propose and study an epidemic model consisting of two groups of hosts to reflect the different risk levels of becoming infected and transmitting infection. To further investigate vaccine implementation policies, we study the global dynamics of the model with group-dependent constant coverage rates by utilizing Lyapunov functions. We find that when the vaccination-dependent basic reproduction number is less than one (ℜ0 < 1), the disease-free equilibrium is globally asymptotically stable. Otherwise, if ℜ0 > 1, the endemic equilibrium is globally attractive. For the case when the disease is endemic, we apply the optimal control theory to the model under the assumption of a resource-constrained environment and we derive optimal coverage strategies. We also perform numerical simulations for the optimal control problem to verify and further support the theoretical results. In limited control resource cases with both constant and variable coverage rate strategies, we show that when the total control resources are rather scarce, the resources should be biased towards at the group with the high level of infection risk; and that the control resources should preferably be directed at the lower risk group if the total resources are relatively abundant.

Suggested Citation

  • Zhang, Heting & Yang, Zhanwen & Pawelek, Kasia A & Liu, Shengqiang, 2020. "Optimal control strategies for a two-group epidemic model with vaccination-resource constraints," Applied Mathematics and Computation, Elsevier, vol. 371(C).
  • Handle: RePEc:eee:apmaco:v:371:y:2020:i:c:s0096300319309488
    DOI: 10.1016/j.amc.2019.124956
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    References listed on IDEAS

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    1. Joël Mossong & Niel Hens & Mark Jit & Philippe Beutels & Kari Auranen & Rafael Mikolajczyk & Marco Massari & Stefania Salmaso & Gianpaolo Scalia Tomba & Jacco Wallinga & Janneke Heijne & Malgorzata Sa, 2008. "Social Contacts and Mixing Patterns Relevant to the Spread of Infectious Diseases," PLOS Medicine, Public Library of Science, vol. 5(3), pages 1-1, March.
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    Cited by:

    1. Gómez-Corral, A. & Lopez-Herrero, M.J. & Taipe, D., 2023. "A Markovian epidemic model in a resource-limited environment," Applied Mathematics and Computation, Elsevier, vol. 458(C).
    2. Chao Liu & Peng Chen & Qiyu Jia & Lora Cheung, 2022. "Effects of Media Coverage on Global Stability Analysis and Optimal Control of an Age-Structured Epidemic Model with Multi-Staged Progression," Mathematics, MDPI, vol. 10(15), pages 1-28, August.
    3. Chen, Xiaolong & Gong, Kai & Wang, Ruijie & Cai, Shimin & Wang, Wei, 2020. "Effects of heterogeneous self-protection awareness on resource-epidemic coevolution dynamics," Applied Mathematics and Computation, Elsevier, vol. 385(C).

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