Pinning impulsive Synchronization of Complex Dynamical Networks

In this paper, the problem of pinning impulsive synchronization for complex dynamical networks with directed or undirected but a strongly connected topology is investigated. To remedy this problem, we propose an efficient algorithm to find certain suitable nodes to be controlled via pinning and these selected nodes, in general, could be different at distinct impulsive time instants. The proposed algorithm guarantees the efficiency of the designed pinning impulsive strategy for the global exponential synchronization of state-coupled dynamical networks under an easily-verified condition. In other words, impulsive controllers and an efficient algorithm are designed to control a small fraction of the nodes, which successfully controls the whole dynamical network. Furthermore, we also estimate the upper bound of the number of pinning nodes, which is shown to be closely related to the impulsive intervals. The relationship implies that the required number of pinning nodes, which should be controlled for the successful control of the whole dynamical network, can be greatly reduced by reducing the impulses interval. Finally, simulations of scale-free and small-world networks are given to illustrate the effectiveness of the theoretical results.

[1]  Junan Lu,et al.  Pinning adaptive synchronization of a general complex dynamical network , 2008, Autom..

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

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

[4]  Lei Wang,et al.  Adaptive synchronization of weighted complex dynamical networks with coupling time-varying delays , 2008 .

[5]  Guanrong Chen,et al.  Global synchronization and asymptotic stability of complex dynamical networks , 2006, IEEE Transactions on Circuits and Systems II: Express Briefs.

[6]  Lei Wang,et al.  Robustness of pinning a general complex dynamical network , 2010 .

[7]  Jurgen Kurths,et al.  Synchronization in complex networks , 2008, 0805.2976.

[8]  Ji Xiang,et al.  On the V-stability of complex dynamical networks , 2007, Autom..

[9]  Louis M. Pecora,et al.  Synchronizing chaotic circuits , 1991 .

[10]  Guanrong Chen,et al.  Pinning control of scale-free dynamical networks , 2002 .

[11]  Gang Feng,et al.  Synchronization of Complex Dynamical Networks With Time-Varying Delays Via Impulsive Distributed Control , 2010, IEEE Transactions on Circuits and Systems I: Regular Papers.

[12]  Xiang Li,et al.  Global stabilization of complex networks with digraph topologies via a local pinning algorithm , 2010, Autom..

[13]  H. Kowarzyk Structure and Function. , 1910, Nature.

[14]  Xinzhi Liu,et al.  Robust impulsive synchronization of uncertain dynamical networks , 2005, IEEE Transactions on Circuits and Systems I: Regular Papers.

[15]  Mario di Bernardo,et al.  Novel decentralized adaptive strategies for the synchronization of complex networks , 2009, Autom..

[16]  Choy Heng Lai,et al.  Adaptive–impulsive synchronization of uncertain complex dynamical networks , 2008 .

[17]  Xiang Li,et al.  Pinning a complex dynamical network to its equilibrium , 2004, IEEE Trans. Circuits Syst. I Regul. Pap..

[18]  Jinde Cao,et al.  On periodic solutions of neural networks via differential inclusions , 2009, Neural Networks.

[19]  Jinde Cao,et al.  A unified synchronization criterion for impulsive dynamical networks , 2010, Autom..

[20]  Carroll,et al.  Synchronization in chaotic systems. , 1990, Physical review letters.

[21]  V. Latora,et al.  Complex networks: Structure and dynamics , 2006 .

[22]  L. Chua,et al.  The double hook (nonlinear chaotic circuits) , 1988 .

[23]  Wuneng Zhou,et al.  Structure identification and adaptive synchronization of uncertain general complex dynamical networks , 2009 .

[24]  Maurizio Porfiri,et al.  Criteria for global pinning-controllability of complex networks , 2008, Autom..

[25]  Somdatta Sinha,et al.  GLOBAL AND LOCAL CONTROL OF SPATIOTEMPORAL CHAOS IN COUPLED MAP LATTICES , 1998 .

[26]  Tianping Chen,et al.  Pinning Complex Networks by a Single Controller , 2007, IEEE Transactions on Circuits and Systems I: Regular Papers.

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

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

[29]  Guanrong Chen,et al.  Chaos synchronization of general complex dynamical networks , 2004 .

[30]  Jinhu Lu,et al.  Erratum to: "Pinning adaptive synchronization of a general complex dynamical network" [Automatica 44 (2008) 996-1003] , 2009, Autom..

[31]  F. Garofalo,et al.  Controllability of complex networks via pinning. , 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.

[32]  Tao Yang,et al.  Impulsive control , 1999, IEEE Trans. Autom. Control..

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

[34]  Jean-Jacques E. Slotine,et al.  A theoretical study of different leader roles in networks , 2006, IEEE Transactions on Automatic Control.

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

[36]  Yan-Wu Wang,et al.  Robust Stabilization of Complex Switched Networks With Parametric Uncertainties and Delays Via Impulsive Control , 2009, IEEE Transactions on Circuits and Systems I: Regular Papers.

[37]  Jinde Cao,et al.  Exponential Synchronization of Linearly Coupled Neural Networks With Impulsive Disturbances , 2011, IEEE Transactions on Neural Networks.

[38]  Mark E. J. Newman,et al.  The Structure and Function of Complex Networks , 2003, SIAM Rev..

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

[40]  M. Cross,et al.  Pinning control of spatiotemporal chaos , 1997, chao-dyn/9705001.

[41]  Haibo Jiang,et al.  Impulsive synchronization of networked nonlinear dynamical systems , 2010 .

[42]  Wenwu Yu,et al.  On pinning synchronization of complex dynamical networks , 2009, Autom..