Stochastic persistence and stationary distribution in an SIS epidemic model with media coverage

被引:74
作者
Guo, Wenjuan [1 ,2 ]
Cai, Yongli [1 ]
Zhang, Qimin [2 ,3 ]
Wang, Weiming [1 ]
机构
[1] Huaiyin Normal Univ, Sch Math Sci, Huaian 223300, Peoples R China
[2] North Minzu Univ, Sch Math & Comp Sci, Yinchuan 750021, Peoples R China
[3] Ningxia Univ, Sch Math & Stat, Yinchuan 750021, Peoples R China
关键词
Epidemic model; Media coverage; Reproduction number; Extinction; Persistence; MARKOV SEMIGROUPS; SARS OUTBREAK; ENVIRONMENT; STABILITY; DYNAMICS; EQUATIONS;
D O I
10.1016/j.physa.2017.11.137
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
This paper aims to study an SIS epidemic model with media coverage from a general deterministic model to a stochastic differential equation with environment fluctuation. Mathematically, we use the Markov semigroup theory to prove that the basic reproduction number R-0(s) can be used to control the dynamics of stochastic system. Epidemiologically, we show that environment fluctuation can inhibit the occurrence of the disease, namely, in the case of disease persistence for the deterministic model, the disease still dies out with probability one for the stochastic model. So to a great extent the stochastic perturbation under media coverage affects the outbreak of the disease. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:2220 / 2236
页数:17
相关论文
共 30 条
[1]  
BENAROUS G, 1991, PROBAB THEORY REL, V90, P377
[2]   Complex Dynamics of a host parasite model with both horizontal and vertical transmissions in a spatial heterogeneous environment [J].
Cai, Yongli ;
Kang, Yun ;
Banerjee, Malay ;
Wang, Weiming .
NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2018, 40 :444-465
[3]   A stochastic SIRS epidemic model with nonlinear incidence rate [J].
Cai, Yongli ;
Kang, Yun ;
Wang, Weiming .
APPLIED MATHEMATICS AND COMPUTATION, 2017, 305 :221-240
[4]   A STOCHASTIC EPIDEMIC MODEL INCORPORATING MEDIA COVERAGE [J].
Cai, Yongli ;
Kang, Yun ;
Banerjee, Malay ;
Wang, Weiming .
COMMUNICATIONS IN MATHEMATICAL SCIENCES, 2016, 14 (04) :893-910
[5]   Fish-hook bifurcation branch in a spatial heterogeneous epidemic model with cross-diffusion [J].
Cai, Yongli ;
Wang, Weiming .
NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2016, 30 :99-125
[6]   A stochastic SIRS epidemic model with infectious force under intervention strategies [J].
Cai, Yongli ;
Kang, Yun ;
Banerjee, Malay ;
Wang, Weiming .
JOURNAL OF DIFFERENTIAL EQUATIONS, 2015, 259 (12) :7463-7502
[7]   AN SIS INFECTION MODEL INCORPORATING MEDIA COVERAGE [J].
Cui, Jing-An ;
Tao, Xin ;
Zhu, Huaiping .
ROCKY MOUNTAIN JOURNAL OF MATHEMATICS, 2008, 38 (05) :1323-1334
[8]   An algorithmic introduction to numerical simulation of stochastic differential equations [J].
Higham, DJ .
SIAM REVIEW, 2001, 43 (03) :525-546
[9]  
Kadanoff L., 2000, Statistical Physics: Statics, Dynamics, and Renormalization
[10]   Effects of stochastic perturbation on the SIS epidemic system [J].
Lahrouz, Aadil ;
Settati, Adel ;
Akharif, Abdelhadi .
JOURNAL OF MATHEMATICAL BIOLOGY, 2017, 74 (1-2) :469-498