Stochastic dynamics of an SIS epidemiological model with media coverage

被引:16
作者
Tan, Yiping [1 ,2 ]
Cai, Yongli [2 ]
Wang, Xiaoqin [3 ]
Peng, Zhihang [4 ]
Wang, Kai [5 ]
Yao, Ruoxia [1 ]
Wang, Weiming [2 ]
机构
[1] Shaanxi Normal Univ, Sch Comp Sci, Xian 710119, Peoples R China
[2] Huaiyin Normal Univ, Sch Math & Stat, Huaian 223300, Peoples R China
[3] Shaanxi Univ Sci & Technol, Sch Arts & Sci, Xian 710021, Peoples R China
[4] Nanjing Med Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Nanjing 211166, Peoples R China
[5] Xinjiang Med Univ, Dept Med Engn & Technol, Urumqi 830011, Peoples R China
基金
中国国家自然科学基金;
关键词
Epidemic model; Media coverage; Reproduction number; Extinction; Persistence; INFECTIOUS-DISEASES; STATIONARY DISTRIBUTION; BEHAVIOR; PERMANENCE; EXTINCTION; RELAPSE; RATES;
D O I
10.1016/j.matcom.2022.08.001
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we establish a stochastic SIS epidemic model with general transmission function and media coverage, and prove that two thresholds Rs1 and Rs2 (Rs2 < Rs1) can be used to govern the stochastic dynamics of the stochastic SIS model. If Rs1 < 1, the disease will die out with probability one and the distribution of the susceptible converges weakly to a boundary distribution; while if Rs2 > 1, the disease is persistent almost surely and there exists a unique stationary distribution. Furthermore, we study the disease dynamics when Rs2 < 1 < Rs1 numerically, and find that the disease dynamics in this range is rich and complex, i.e., the disease may persist or extinct. Epidemiologically, we find that the smaller the intensity of random disturbance, the smaller the oscillation amplitude of the solution, and as the intensities of random disturbance increase, the mean of the infectious decreases and the distribution of them becomes more and more right-skewed, which provide a theoretical basis for disease control.(c) 2022 International Association for Mathematics and Computers in Simulation (IMACS). Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 27
页数:27
相关论文
共 50 条
  • [21] Ergodic Stationary Distribution and Threshold Dynamics of a Stochastic Nonautonomous SIAM Epidemic Model with Media Coverage and Markov Chain
    Liu, Chao
    Chen, Peng
    Cheung, Lora
    FRACTAL AND FRACTIONAL, 2022, 6 (12)
  • [22] New results on the asymptotic behavior of an SIS epidemiological model with quarantine strategy, stochastic transmission, and Levy disturbance
    Kiouach, Driss
    Sabbar, Yassine
    El-idrissi, Salim El Azami
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2021, 44 (17) : 13468 - 13492
  • [23] The dynamics and application of a stochastic delayed SIS epidemic model with vaccination
    Zhang, Xiao-Bing
    Liu, Rui-Jie
    STOCHASTIC ANALYSIS AND APPLICATIONS, 2022, 40 (02) : 304 - 327
  • [24] Stationary Distribution and Extinction in a Stochastic SIQR Epidemic Model Incorporating Media Coverage and Markovian Switching
    Ding, Yanlin
    Jiao, Jianjun
    Zhang, Qianhong
    Zhang, Yongxin
    Ren, Xinzhi
    SYMMETRY-BASEL, 2021, 13 (07):
  • [25] Analysis of an SQEIAR stochastic epidemic model with media coverage and asymptomatic infection
    Zhou, Xueyong
    Gao, Xiwen
    Shi, Xiangyun
    INTERNATIONAL JOURNAL OF BIOMATHEMATICS, 2022, 15 (08)
  • [26] PERIODIC SOLUTION OF A STOCHASTIC SIQR EPIDEMIC MODEL INCORPORATING MEDIA COVERAGE
    Ding, Yanlin
    Ren, Xinzhi
    Jiang, Cuicui
    Zhang, Qianhong
    JOURNAL OF APPLIED ANALYSIS AND COMPUTATION, 2020, 10 (06): : 2439 - 2458
  • [27] Dynamical behavior of a stochastic SICR rumor model incorporating media coverage
    Yue, Xuefeng
    Huo, Liangan
    FRONTIERS IN PHYSICS, 2022, 10
  • [28] Qualitative study of a stochastic SIS epidemic model with vertical transmission
    Zhang, Xiao-Bing
    Chang, Suqin
    Shi, Qihong
    Huo, Hai-Feng
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 505 : 805 - 817
  • [29] A stochastic model with jumps for smoking incorporating media coverage
    Coulibaly, Mohamed
    N'Zi, Modeste
    MATHEMATICAL MODELLING AND CONTROL, 2022, 2 (03): : 122 - 130
  • [30] A STOCHASTIC SIRI EPIDEMIC MODEL WITH RELAPSE AND MEDIA COVERAGE
    Caraballo, Tomas
    El Fatini, Mohamed
    Pettersson, Roger
    Taki, Regragui
    DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2018, 23 (08): : 3483 - 3501