Synchronization of a class of complex dynamical networks with time-varying delay couplings

This paper investigates synchronization dynamics of a complex delayed dynamical network as well as the effects of time-varying delay. Following the approach via Razumikhin Theorem, simple delay-dependent synchronization criteria are derived in terms of linear matrix inequalities, which can be verified via the interior-point algorithm. The proposed criteria can deal with a fast time-varying delay in coupling term and enabled removing the restriction on the derivative of the time-varying delay. The effectiveness of the proposed synchronization scheme and the theoretical results are illustrated by a numerical example.

[1]  Guanrong Chen,et al.  Synchronization and desynchronization of complex dynamical networks: an engineering viewpoint , 2003 .

[2]  Shengyuan Xu,et al.  Razumikhin method and exponential stability of hybrid stochastic delay interval systems , 2006 .

[3]  Qing-Long Han,et al.  Delay-dependent robust stability for uncertain linear systems with interval time-varying delay , 2006, Autom..

[4]  Mao-Yin Chen,et al.  Some Simple Synchronization Criteria for Complex Dynamical Networks , 2006, IEEE Transactions on Circuits and Systems II: Express Briefs.

[5]  Georgi M. Dimirovski,et al.  Exponential synchronization of complex delayed dynamical networks with general topology , 2007, 2007 46th IEEE Conference on Decision and Control.

[6]  Junan Lu,et al.  Adaptive synchronization of an uncertain complex dynamical network , 2006, IEEE Transactions on Automatic Control.

[7]  Duncan J. Watts,et al.  Collective dynamics of ‘small-world’ networks , 1998, Nature.

[8]  Albert,et al.  Emergence of scaling in random networks , 1999, Science.

[9]  M. Hasler,et al.  Connection Graph Stability Method for Synchronized Coupled Chaotic Systems , 2004 .

[10]  L. Chua,et al.  Synchronization in an array of linearly coupled dynamical systems , 1995 .

[11]  Chunguang Li,et al.  Synchronization in general complex dynamical networks with coupling delays , 2004 .

[12]  Yongqing Liu,et al.  An improved Razumikhin-type theorem and its applications , 1994, IEEE Trans. Autom. Control..

[13]  H. Nijmeijer,et al.  Cooperative oscillatory behavior of mutually coupled dynamical systems , 2001 .

[14]  Georgi M. Dimirovski,et al.  Decentralized adaptive synchronization of an uncertain complex delayed dynamical network , 2009 .

[15]  Jinde Cao,et al.  Synchronization in an array of linearly coupled networks with time-varying delay ☆ , 2006 .

[16]  Guanrong Chen,et al.  Robust adaptive synchronization of uncertain dynamical networks , 2004 .

[17]  S. Strogatz Exploring complex networks , 2001, Nature.

[18]  Xiao Fan Wang,et al.  Synchronization in scale-free dynamical networks: robustness and fragility , 2001, cond-mat/0105014.

[19]  David Malakoff,et al.  U.S. Science Advocate George Brown Dies , 1999, Science.

[20]  Georgi M. Dimirovski,et al.  Decentralized Control and Synchronization of Time-Varying Complex Dynamical Network , 2009, Kybernetika.

[21]  Guanrong Chen,et al.  A time-varying complex dynamical network model and its controlled synchronization criteria , 2004, IEEE Trans. Autom. Control..

[22]  Jinde Cao,et al.  Global synchronization in arrays of delayed neural networks with constant and delayed coupling , 2006 .

[23]  Tianping Chen,et al.  Synchronization in general complex delayed dynamical networks , 2006, IEEE Transactions on Circuits and Systems I: Regular Papers.

[24]  P. Erdos,et al.  On the evolution of random graphs , 1984 .

[25]  Daizhan Cheng,et al.  Characterizing the synchronizability of small-world dynamical networks , 2004, IEEE Transactions on Circuits and Systems I: Regular Papers.

[26]  Guo-Ping Jiang,et al.  A State-Observer-Based Approach for Synchronization in Complex Dynamical Networks , 2006, IEEE Transactions on Circuits and Systems I: Regular Papers.

[27]  B. Bollobás The evolution of random graphs , 1984 .