具有人类流动性和Ornstein-Uhlenbeck过程的流感随机传播模型的动力学分析与数值模拟

Xinhong Zhang, Tan Su, Daqing Jiang
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引用次数: 0

摘要

由于不可避免的环境扰动和复杂的人口流动,对棘手的流感的分析更难进行。流行数学模型的研究不仅可以预测流感的发展趋势,而且对健康保护和经济发展都有有益的影响。基于此,本文建立了一个包含人类流动性和Ornstein-Uhlenbeck过程的随机流感模型。基于唯一全局正解的存在性,我们得到了流感病毒灭绝和持续存在的充分条件,这与相应确定性模型中的基本繁殖数有关。值得注意的是,通过求解具有挑战性的Fokker-Planck方程,得到了准地方性平衡附近平稳分布的概率密度函数的解析表达式。最后,通过数值模拟验证了理论结论,并分析了主要参数和环境扰动对流感传播的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamical analysis and numerical simulation of a stochastic influenza transmission model with human mobility and Ornstein-Uhlenbeck process
With the inevitable environmental perturbations and complex population movements, the analysis of troublesome influenza is harder to proceed. Studies about the epidemic mathematical models can not only forecast the development trend of influenza, but also have a beneficial influence on the protection of health and the economy. Motivated by this, a stochastic influenza model incorporating human mobility and the Ornstein-Uhlenbeck process is established in this paper. Based on the existence of the unique global positive solution, we obtain sufficient conditions for influenza extinction and persistence, which are related to the basic reproduction number in the corresponding deterministic model. Notably, the analytical expression of the probability density function of stationary distribution near the quasi-endemic equilibrium is obtained by solving the challenging Fokker–Planck equation. Finally, numerical simulations are performed to support the theoretical conclusions, and the effect of main parameters and environmental perturbations on influenza transmission are also investigated.
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