Periodic solutions of stochastic coupled systems on networks with periodic coefficients

This paper is concerned with periodic solutions of periodic stochastic coupled systems on networks. A systematic method of proving the existence of periodic solutions to the general stochastic coupled systems on networks is provided by using combined method of graph theory and Lyapunov method. Moreover, sufficient conditions for the existence of the periodic solutions to a type of stochastic coupled system on networks are established. In addition, based on Lyapunov method and graph theory, global asymptotic stability criterion for the periodic solution is also given. Finally, a numerical example is provided to illustrate the effectiveness of the results developed. HighlightsPeriodic solutions of stochastic coupled systems on networks are considered.A systematic method of proving the existence of periodic solutions is provided.The methods used are graph theory and Lyapunov method.Numerical example is introduced to illustrate the results.

[1]  B. Øksendal Stochastic differential equations : an introduction with applications , 1987 .

[2]  Michael Y. Li,et al.  A graph-theoretic approach to the method of global Lyapunov functions , 2008 .

[3]  B. G. Zhang,et al.  On the periodic solution of N–Dimensional Stochastic Population Models , 2000 .

[4]  Michael Y. Li,et al.  Global-stability problem for coupled systems of differential equations on networks , 2010 .

[5]  H. Su,et al.  Global stability analysis of discrete-time coupled systems on networks and its applications. , 2012, Chaos.

[6]  Daoyi Xu,et al.  Existence theorems for periodic Markov process and stochasticfunctional differential equations , 2009 .

[7]  Yunze Cai,et al.  Synchronization criteria for complex dynamical networks with neutral-type coupling delay , 2008 .

[8]  Daoyi Xu,et al.  Existence and global p-exponential stability of periodic solution for impulsive stochastic neural networks with delays , 2012 .

[9]  Richard V. Solé,et al.  Self-Organization in Complex Ecosystems. , 2006 .

[10]  Wenxue Li,et al.  Global stability analysis for stochastic coupled systems on networks , 2011, Autom..

[11]  R. May,et al.  Stability and Complexity in Model Ecosystems , 1976, IEEE Transactions on Systems, Man, and Cybernetics.

[12]  Xinhong Zhang,et al.  The existence of periodic solutions for coupled systems on networks with time delays , 2015, Neurocomputing.

[13]  X. Mao,et al.  A note on the LaSalle-type theorems for stochastic differential delay equations , 2002 .

[14]  Hongbin Guo,et al.  Global Dynamics of a General Class of Multistage Models for Infectious Diseases , 2012, SIAM J. Appl. Math..

[15]  Toshikazu Kuniya,et al.  Global stability analysis with a discretization approach for an age-structured multigroup SIR epidemic model , 2011 .

[16]  L. Arnold Stochastic Differential Equations: Theory and Applications , 1992 .

[17]  Christopher M. Bishop,et al.  Neural networks for pattern recognition , 1995 .

[18]  R. Khasminskii Stochastic Stability of Differential Equations , 1980 .

[19]  Xuerong Mao,et al.  Stochastic Differential Equations With Markovian Switching , 2006 .

[20]  S. Zacks,et al.  Introduction to stochastic differential equations , 1988 .

[21]  Xinhong Zhang,et al.  The existence and global exponential stability of periodic solution for a neutral coupled system on networks with delays , 2015, Appl. Math. Comput..

[22]  Horst R. Thieme,et al.  Mathematics in Population Biology , 2003 .

[23]  Yu Zhang,et al.  Stability analysis for impulsive coupled systems on networks , 2013, Neurocomputing.

[24]  PERIODIC SOLUTIONS OF STOCHASTIC DELAY DIFFERENTIAL EQUATIONS AND APPLICATIONS TO LOGISTIC EQUATION AND NEURAL NETWORKS , 2013 .

[25]  Ming Cao,et al.  Generalized synchronization in complex dynamical networks via adaptive couplings , 2010 .

[26]  Zidong Wang,et al.  Bounded $H_{\infty}$ Synchronization and State Estimation for Discrete Time-Varying Stochastic Complex Networks Over a Finite Horizon , 2011, IEEE Transactions on Neural Networks.

[27]  Huan Su,et al.  Global stability for discrete Cohen-Grossberg neural networks with finite and infinite delays , 2012, Appl. Math. Lett..

[28]  X. Mao,et al.  Environmental Brownian noise suppresses explosions in population dynamics , 2002 .

[29]  D. West Introduction to Graph Theory , 1995 .

[30]  Luosheng Wen,et al.  Global asymptotic stability and a property of the SIS model on bipartite networks , 2012 .