Dynamics and control of a Lévy noise-driven stochastic SAIRV epidemic model
Source abstract
Abstract
This paper constructs and analyzes a stochastic SAIRV epidemic model that integrates environmental viral load impacts and multi-path transmission dynamics—encompassing both asymptomatic and symptomatic carriers. To accurately capture the complexity of disease spread, Lévy processes are employed to model continuous environmental fluctuations and abrupt population-level disturbances, addressing both gradual and sudden stochastic variations. Theoretically, we first establish the existence and uniqueness of a globally positive solution, ensuring the mathematical well-posedness of the model. We then derive sufficient conditions for the extinction and persistence of the disease, emphasizing the critical roles of multi-route transmission, nonlinear recovery mechanisms, and stochastic perturbations in driving these outcomes. Numerical simulations validate these theoretical findings, and an optimal control strategy, developed using the stochastic Pontryagin maximum principle, is proposed to evaluate the impact of environmental interventions on disease spread. Collectively, these results deepen the understanding of stochastic epidemic evolution and provide a robust theoretical foundation for designing effective control measures.
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Research context
OpenAlex topics: Mathematical and Theoretical Epidemiology and Ecology Models · COVID-19 epidemiological studies · Animal Disease Management and Epidemiology
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Mathematics and Computer Science, Yunnan Minzu University , Kunming 650031,
Funding
National Natural Science Foundation of China · The Youth Talent Program of the Xingdian Talent Support Plan · The Yunnan Provincial Basic Research Program Project · The Yunnan Province International Joint Laboratory for Intelligent Integration and Application of Ethnic Multilingualism
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