The threshold behavior and periodic solution of stochastic SIR epidemic model with saturated incidence
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Authors
Zhongwei Cao
- Department of Applied Mathematics, Jilin University of Finance and Economics, Changchun 130117, China.
Wenjie Cao
- School of Mathematics and Statistics, Northeast Normal University, Changchun 130024, China.
Xiaojie Xu
- School of Science, China University of Petroleum (East China), Qingdao 266580, China.
Qixing Han
- School of Mathematics, Changchun Normal University, Changchun 130032, China.
Daqing Jiang
- School of Science, China University of Petroleum (East China), Qingdao 266580, China.
- Nonlinear Analysis and Applied Mathematics (NAAM)-Research Group, Department of Mathematics, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia.
Abstract
We investigate degenerate stochastic SIR epidemic model with saturated incidence. For the constant
coefficients case, we achieve a threshold which determines the extinction and persistence of the epidemic
by utilizing Markov semigroup theory. Furthermore, we conclude that environmental white noise plays a
positive effect in the control of infectious disease in some sense comparing to the corresponding deterministic
system. For the stochastic non-autonomous system, we prove the existence of periodic solution.
Share and Cite
ISRP Style
Zhongwei Cao, Wenjie Cao, Xiaojie Xu, Qixing Han, Daqing Jiang, The threshold behavior and periodic solution of stochastic SIR epidemic model with saturated incidence, Journal of Nonlinear Sciences and Applications, 9 (2016), no. 6, 4909--4923
AMA Style
Cao Zhongwei, Cao Wenjie, Xu Xiaojie, Han Qixing, Jiang Daqing, The threshold behavior and periodic solution of stochastic SIR epidemic model with saturated incidence. J. Nonlinear Sci. Appl. (2016); 9(6):4909--4923
Chicago/Turabian Style
Cao, Zhongwei, Cao, Wenjie, Xu, Xiaojie, Han, Qixing, Jiang, Daqing. "The threshold behavior and periodic solution of stochastic SIR epidemic model with saturated incidence." Journal of Nonlinear Sciences and Applications, 9, no. 6 (2016): 4909--4923
Keywords
- SIR epidemic model
- Markov semigroups
- asymptotic stability
- threshold
- periodic solution.
MSC
References
-
[1]
S. Aida, S. Kusuoka, D. Strook, On the support of Wiener functionals, Longman Sci. Tech., 1993 (1993), 3--34
-
[2]
R. M. Anderson, R. M. May, Infectious diseases of humans: dynamics and control, Oxford University Press, Oxford (1992)
-
[3]
G. B. Arous, R. Léandre, Décroissance exponentielle du noyau de la chaleur sur la diagonale (II), Probab. Theory Related Fields, 90 (1991), 377--402
-
[4]
Z. Bai, Y. Zhou, Existence of two periodic solutions for a non-autonomous SIR epidemic model, Appl. Math. Model., 35 (2011), 382--391
-
[5]
D. Bell, The Malliavin calculus, Dover Publications, Inc., Mineola, New York (2006)
-
[6]
V. Capasso, Mathematical structure of epidemic systems, Springer-Verlag, Berlin (1993)
-
[7]
V. Capasso, G. Serio, A generalization of the Kermack-McKendrick deterministic epidemic model, Math. Biosci., 42 (1978), 43--61
-
[8]
C. Ji , D. Jiang, Threshold behaviour of a stochastic SIR model, Appl. Math. Model., 38 (2014), 5067--5079
-
[9]
C. Ji, D. Jiang, Q. Yang, N. Shi, Dynamics of a multigroup SIR epidemic model with stochastic perturbation, Automatica J. IFAC, 48 (2012), 121--131
-
[10]
D. Jiang, J. Yu, C. Ji, N. Shi, Asymptotic behavior of global positive solution to a stochastic SIR model, Math. Comput. Modelling, 54 (2011), 221--232
-
[11]
R. Khasminskii, Stochastic stability of differential equations, Springer, Heidelberg (2012)
-
[12]
S. A. Levin, T. G. Hallam, L. G. Gross, Applied Mathematical Ecology, Springer-Verlag, Berlin (1989)
-
[13]
Y. Lin, D. Jiang, Long-time behaviour of a perturbed SIR model by white noise, Discret. Contin. Dyn. Syst. Ser. B, 18 (2013), 1873--1887
-
[14]
Y. Lin, D. Jiang, M. Jin, Stationary distribution of a stochastic SIR model with saturated incidence and its asymptotic stability, Acta Math. Sci. Ser. B Engl. Ed., 35 (2015), 619--629
-
[15]
Y. Lin, D. Jiang, T. Liu, Nontrivial periodic solution of a stochastic epidemic model with seasonal variation, Appl. Math. Lett., 45 (2015), 103--107
-
[16]
Y. Lin, D. Jiang, S. Wang, Stationary distribution of a stochastic SIS epidemic model with vaccination, Phys. A, 394 (2014), 187--197
-
[17]
Y. Lin, D. Jiang, P. Xia, Long-time behavior of a stochastic SIR model, Appl. Math. Comput., 236 (2014), 1--9
-
[18]
W. M. Liu, H. W. Hethcote, S. A. Levin, Dynamical behavior of epidemiological models with nonlinear incidence rates, J. Math. Biol., 25 (1987), 359--380
-
[19]
W. M. Liu, S. A. Levin, Y. Iwasa, In uence of nonlinear incidence rates upon the behavior of SIRS epidemiological models, J. Math. Biol., 23 (1986), 187--204
-
[20]
H. Liu, Q. Yang, D. Jiang, The asymptotic behavior of stochastically perturbed DI SIR epidemic models with saturated incidences, Automatica J. IFAC, 48 (2012), 820--825
-
[21]
R. M. May, R. M. Anderson, Population biology of infectious diseases: part II, Nature, 280 (1979), 455--461
-
[22]
K. Pichór, R. Rudnicki, Stability of Markov semigroups and applications to parabolic systems, J. Math. Anal. Appl., 215 (1997), 56--74
-
[23]
R. Rudnicki, Long-time behaviour of a stochastic prey-predator model, Stoch. Process. Appl., 108 (2003), 93--107
-
[24]
R. Rudnicki, K. Pichór, In uence of stochastic perturbation on prey-predator systems, Math. Biosci., 206 (2007), 108--119
-
[25]
X. Song, Y. Jiang, H. Wei, Analysis of a saturation incidence SVEIRS epidemic model with pulse and two time delays, Appl. Math. Comput., 214 (2009), 381--390
-
[26]
D. W. Stroock, S. R. S. Varadhan, On the support of diffusion processes with applications to the strong maximum principle, University of California Press, Berkeley, 1972 (1972), 333--359
-
[27]
F. Wang, X. Wang, S. Zhang, C. Ding, On pulse vaccine strategy in a periodic stochastic SIR epidemic model, Chaos Solitons Fractals, 66 (2014), 127--135
-
[28]
J. J. Wang, J. Z. Zhang, Z. Jin, Analysis of an SIR model with bilinear incidence rate, Nonlinear Anal. Real World Appl., 11 (2010), 2390--2402
-
[29]
Q. Yang, D. Jiang, N. Shi, C. Ji, The ergodicity and extinction of stochastically perturbed SIR and SEIR epidemic models with saturated incidence, J. Math. Anal. Appl., 388 (2012), 248--271
-
[30]
Y. Zhao, D. Jiang, The threshold of a stochastic SIRS epidemic model with saturated incidence, Appl. Math. Lett., 34 (2014), 90--93