Analysis of a novel stochastic SIRS epidemic model with two different saturated incidence rates

被引:54
作者
Chang, Zhengbo [1 ,4 ]
Meng, Xinzhu [1 ,2 ,3 ,4 ]
Lu, Xiao [4 ]
机构
[1] Shandong Univ Sci & Technol, Coll Math & Syst Sci, Qingdao 266590, Peoples R China
[2] Shandong Univ Sci & Technol, State Key Lab Min Disaster Prevent & Control Cofo, Qingdao 266590, Peoples R China
[3] Shandong Univ Sci & Technol, Minist Sci & Technol, Qingdao 266590, Peoples R China
[4] Shandong Univ Sci & Technol, Coll Elect Engn & Automat, Qingdao 266590, Peoples R China
基金
中国国家自然科学基金;
关键词
Stochastic epidemic model; Stochastic dynamics; Ito's formula; Nonlinear incidence rate; Persistence in mean; GLOBAL STABILITY; THRESHOLD; BEHAVIOR; DYNAMICS;
D O I
10.1016/j.physa.2017.01.015
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
This paper presents a stochastic SIRS epidemic model with two different nonlinear incidence rates and double epidemic asymmetrical hypothesis, and we devote to develop a mathematical method to obtain the threshold of the stochastic epidemic model. We firstly investigate the boundness and extinction of the stochastic system. Furthermore, we use Ito's formula, the comparison theorem and some new inequalities techniques of stochastic differential systems to discuss persistence in mean of two diseases on three cases. The results indicate that stochastic fluctuations can suppress the disease outbreak. Finally, numerical simulations about different noise disturbance coefficients are carried out to illustrate the obtained theoretical results. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:103 / 116
页数:14
相关论文
共 19 条
[1]   Stability in distribution of neutral stochastic differential delay equations with Markovian switching [J].
Bao, Jianhai ;
Hou, Zhenting ;
Yuan, Chenggui .
STATISTICS & PROBABILITY LETTERS, 2009, 79 (15) :1663-1673
[2]   An SIRS epidemic model of two competitive species [J].
Han, LT ;
Ma, Z ;
Shi, T .
MATHEMATICAL AND COMPUTER MODELLING, 2003, 37 (1-2) :87-108
[3]   Contribution to the mathematical theory of epidemics [J].
Kermack, WO ;
McKendrick, AG .
PROCEEDINGS OF THE ROYAL SOCIETY OF LONDON SERIES A-CONTAINING PAPERS OF A MATHEMATICAL AND PHYSICAL CHARACTER, 1927, 115 (772) :700-721
[4]   Global stability of a multi-group SVIR epidemic model [J].
Kuniya, Toshikazu .
NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2013, 14 (02) :1135-1143
[5]   The threshold of a stochastic delayed SIR epidemic model with temporary immunity [J].
Liu, Qun ;
Chen, Qingmei ;
Jiang, Daqing .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2016, 450 :115-125
[6]   Analysis of the deterministic and stochastic SIRS epidemic models with nonlinear incidence [J].
Liu, Qun ;
Chen, Qingmei .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2015, 428 :140-153
[7]   INFLUENCE OF NONLINEAR INCIDENCE RATES UPON THE BEHAVIOR OF SIRS EPIDEMIOLOGIC MODELS [J].
LIU, WM ;
LEVIN, SA ;
IWASA, Y .
JOURNAL OF MATHEMATICAL BIOLOGY, 1986, 23 (02) :187-204
[8]  
Mao X, 1997, Stochastic differential equations and applications, DOI DOI 10.1533/9780857099402
[9]   Stability of a novel stochastic epidemic model with double epidemic hypothesis [J].
Meng, Xin-zhu .
APPLIED MATHEMATICS AND COMPUTATION, 2010, 217 (02) :506-515
[10]   Dynamics of a novel nonlinear SIR model with double epidemic hypothesis and impulsive effects [J].
Meng, Xinzhu ;
Li, Zhenqing ;
Wang, Xiaoling .
NONLINEAR DYNAMICS, 2010, 59 (03) :503-513