一类受媒体报道影响的随机SIS流行病模型的研究
Stochastic SIS Epidemic Model with Media Coverage
摘要: 本文研究了一类受媒体报道影响且恢复率受到环境噪声影响的随机SIS流行病模型。利用停时理论和Lyapunov分析法,首先证明了随机模型正解的全局存在唯一性。其次,证明了随机模型的无病平衡点的随机稳定性。当确定性模型基本再生数大于1时,得到了随机模型的解在相应确定性模型的地方性平衡点附近的振荡行为,并得到了强噪声可以导致疾病灭绝的结论。通过数值模拟验证了本文的理论结果。
Abstract: A stochastic SIS epidemic model with media coverage is concerned. By stopping time theory and Lyapunov analysis, we first obtain the global existence and uniqueness of the positive solution. Then, we prove the stochastic asymptotical stability of the disease-free equilibrium point. When the basic reproduction number of the deterministic model is greater than 1, the solution of the stochastic model is oscillating around the local equilibrium point of the corresponding deterministic model, and the conclusion that strong noise can lead to disease extinction is obtained. Numerical simula-tions verify the theoretical results.
文章引用:曾琪, 周艳丽. 一类受媒体报道影响的随机SIS流行病模型的研究[J]. 应用数学进展, 2022, 11(9): 6307-6316. https://doi.org/10.12677/AAM.2022.119666

参考文献

[1] Caraballo, T., Elfatini, M., Pettersson, R., et al. (2018) A Stochastic SIRI Epidemic Model with Relapse and Media Cov-erage. Discrete and Continuous Dynamical Systems (Series B), 23, 3483-3501. [Google Scholar] [CrossRef
[2] Liu, M.X., Chang, Y.T. and Zuo, L.X. (2016) Modelling the Impact of Media in Controlling the Diseases with a Piecewise Transmission Rate. Discrete and Dynamics in Nature and Society, 4, 1-6. [Google Scholar] [CrossRef
[3] Cui, J.A., Sun, Y.H. and Zhu, H.P. (2008) The Impact of Media on the Control of Infectious Diseases. Journal of Dynamics and Differential Equations, 20, 31-53. [Google Scholar] [CrossRef] [PubMed]
[4] Berrhazi, B.E., Fatini, M.E., Pettersson, R., et al. (2019) Media Effects on the Dynamics of a Stochastic SIRI Epidemic Model with Relapse and Lévy Noise Perturbation. International Journal of Biomathematics, 12, 1-22. [Google Scholar] [CrossRef
[5] Liu, Q., Jiang, D.Q., Hayat, T., et al. (2020) Dynamical Behav-ior of a Higher Order Stochastically Perturbed SIRI Epidemic Model with Relapse and Media Coverage. Chaos Solitons & Fractals, 139, Article ID: 110013. [Google Scholar] [CrossRef] [PubMed]
[6] 赖祥鑫, 韦煜明, 彭华勤. 一类具有媒体报道影响和饱和发生率的SIRI传染病模型[J]. 南宁师范大学学报(自然学报), 2020, 37(3): 20-31.
[7] 张艳宏, 许超群, 原三领. 一类接触率受到噪声干扰的随机SIS流行病模型研究[J]. 上海理工大学学报(自然学报), 2015, 37(6): 511-516.
[8] 张丽萍, 原三领, 赵瑜. 媒体报道影响下具有Markov状态切换的随机SIS传染病模型阈值动力学行为[J]. 生物数学学报, 2017, 32(1): 31-40.
[9] Cai, Y.L., Kang, Y., Banerjee, M., et al. (2015) A Stochastic Epidemic Model In-corporating Media Coverage. Communications in Mathematical Sciences, 14, 1-17. [Google Scholar] [CrossRef
[10] 许超群, 原三领, 张同华. 一类随机SIS流行病模型全局正解的渐近行为[J]. 工程数学学报, 2013, 30(6): 804-814.
[11] Lir, R.S., Wu, J.H. and Zhu, H.P. (2007) Me-dia/Psychological Impact on Multiple Outbreaks of Emerging Infectious Diseases. Coputational and Mathematical Methods in Medicine, 8, 153-164. [Google Scholar] [CrossRef
[12] Mao, X.R. (2007) Stochastic Differential Equations and Appli-cations. Horwood Publishing, Chichester.