Threshold behaviour of a stochastic SIR model

被引:250
作者
Ji, Chunyan [1 ]
Jiang, Daqing [2 ,3 ]
机构
[1] Changshu Inst Technol, Sch Math & Stat, Changshu 215500, Jiangsu, Peoples R China
[2] NE Normal Univ, Sch Math & Stat, Changchun 130024, Jilin, Peoples R China
[3] China Univ Petr East China, Coll Sci, Qingdao 266580, Shandong, Peoples R China
关键词
Stochastic; Epidemic models; The basic reproduction number; Extinction; Persistence; EPIDEMIC MODEL; GLOBAL STABILITY; VACCINATION; INFECTION;
D O I
10.1016/j.apm.2014.03.037
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, we investigate the threshold behaviour of a susceptible-infected-recovered (SIR) epidemic model with stochastic perturbation. When the noise is small, we show that the threshold determines the extinction and persistence of the epidemic. Compared with the corresponding deterministic system, this value is affected by white noise, which is less than the basic reproduction number of the deterministic system. On the other hand, we obtain that the large noise will also suppress the epidemic to prevail, which never happens in the deterministic system. These results are illustrated by computer simulations. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:5067 / 5079
页数:13
相关论文
共 33 条
[1]   POPULATION BIOLOGY OF INFECTIOUS-DISEASES .1. [J].
ANDERSON, RM ;
MAY, RM .
NATURE, 1979, 280 (5721) :361-367
[2]   Stability of epidemic model with time delays influenced by stochastic perturbations [J].
Beretta, E ;
Kolmanovskii, V ;
Shaikhet, L .
MATHEMATICS AND COMPUTERS IN SIMULATION, 1998, 45 (3-4) :269-277
[3]   Global asymptotic stability of an SIR epidemic model with distributed time delay [J].
Beretta, E ;
Hara, T ;
Ma, WB ;
Takeuchi, Y .
NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2001, 47 (06) :4107-4115
[4]   Global stability of a stage-structured epidemic model with a nonlinear incidence [J].
Cai, Li-Ming ;
Li, Xue-Zhi ;
Ghosh, Mini .
APPLIED MATHEMATICS AND COMPUTATION, 2009, 214 (01) :73-82
[5]   On the stability properties of a stochastic model for phage-bacteria interaction in open marine environment [J].
Carletti, M .
MATHEMATICAL BIOSCIENCES, 2002, 175 (02) :117-131
[6]   Mean-square stability of a stochastic model for bacteriophage infection with time delays [J].
Carletti, M-Argherita .
MATHEMATICAL BIOSCIENCES, 2007, 210 (02) :395-414
[7]   A stochastic model of AIDS and condom use [J].
Dalal, Nirav ;
Greenhalgh, David ;
Mao, Xuerong .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2007, 325 (01) :36-53
[8]   Global stability of an SEIS epidemic model with recruitment and a varying total population size [J].
Fan, M ;
Li, MY ;
Wang, K .
MATHEMATICAL BIOSCIENCES, 2001, 170 (02) :199-208
[9]   Global behavior of a multi-group SIS epidemic model with age structure [J].
Feng, ZL ;
Huang, WZ ;
Castillo-Chavez, C .
JOURNAL OF DIFFERENTIAL EQUATIONS, 2005, 218 (02) :292-324
[10]   Threshold behaviour of a SIR epidemic model with age structure and immigration [J].
Franceschetti, Andrea ;
Pugliese, Andrea .
JOURNAL OF MATHEMATICAL BIOLOGY, 2008, 57 (01) :1-27