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Synchronization of delayed complex dynamical networks with impulsive and stochastic effects. (English) Zbl 1223.37115

Authors’ abstract: “In this paper, the globally exponential synchronization of delayed complex dynamical networks with impulsive and stochastic perturbations is studied. The concept named average impulsive interval with elasticity number of impulsive sequence is introduced to get a less conservative synchronization criterion. By comparing with existing results, in which maximum or minimum of impulsive intervals are used to derive the synchronization criterion, the proposed synchronization criterion increases (or decreases) the impulse distances, which leads to the reduction of the control cost (or enhances the robustness of anti-interference) as the most important characteristic of impulsive synchronization techniques. It is discovered in our criterion that the elasticity number has influence on the synchronization of delayed complex dynamical networks but has no influence on that of non-delayed complex dynamical networks. Numerical simulations including a small-world network coupled with delayed Chua’s circuit are given to show the effectiveness and less conservativeness of the theoretical results.”

MSC:

37N35 Dynamical systems in control
34D06 Synchronization of solutions to ordinary differential equations
05C82 Small world graphs, complex networks (graph-theoretic aspects)
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[1] Barabási, A. L.; Jeong, H.; Néda, Z.; Ravasz, E.; Schubert, A.; Vicsek, T., Evolution of the social network of scientific collaborations, Physica A, 311, 590-614 (2002) · Zbl 0996.91086
[2] Huberman, B. A.; Adamic, L. A., Growth dynamics of the world-wide-web, Nature, 401, 131-132 (1999)
[3] Pastor-Satorras, R.; Vespignani, A., Epidemic spreading in scale-free networks, Physical Review Letters, 86, 3200-3203 (2001)
[4] Wang, F.; Sun, Y., Self-organizing peer-to-peer social networks, Computational Intelligence, 24, 3, 213-233 (2008)
[5] Xie, Q.; Chen, G.; Bollt, E., Hybrid chaos synchronization and its application in information processing, Mathematical and Computer Modelling, 35, 1-2, 145-163 (2002) · Zbl 1022.37049
[6] Yu, W.; Cao, J.; Chen, G.; Lü, J.; Jian, H.; Wei, W., Local synchronization of a complex network model, IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), 39, 1, 230-241 (2009)
[7] Sun, Y.; Cao, J.; Wang, Z., Exponential synchronization of stochastic perturbed chaotic delayed neural networks, Neurocomputing, 70, 13-15, 2477-2485 (2007)
[8] Yang, X.; Cao, J., Stochastic synchronization of coupled neural networks with intermittent control, Physics Letters A, 373, 3259-3272 (2009) · Zbl 1233.34020
[9] Yang, X.; Cao, J., Finite-time stochastic synchronization of complex networks, Applied Mathematical Modelling, 34, 3631-3641 (2010) · Zbl 1201.37118
[10] Yu, W.; Chen, G.; Cao, J., Adaptive synchronization of uncertain coupled stochastic complex networks, Asian Journal of Control, 13, 3, 1-12 (2011)
[11] Lu, J. Q.; Ho, D. W.C.; Wang, Z. D., Pinning stabilization of linearly coupled stochastic neural networks via minimum number of controllers, IEEE Transactions on Neural Networks, 20, 10, 1617-1629 (2009)
[12] Lu, J. Q.; Ho, D. W.C.; Wu, L. G., Exponential stabilization in switched stochastic dynamical networks, Nonlinearity, 22, 889-911 (2009) · Zbl 1158.93413
[13] Liang, J.; Wang, Z. D.; Liu, Y.; Liu, X., Global synchronization control of general delayed discrete-time networks with stochastic coupling and disturbances, IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), 38, 4, 1073-1083 (2008)
[14] Wang, Z. D.; Wang, Y.; Liu, Y., Global synchronization for discrete-time stochastic complex networks with randomly occurred nonlinearities and mixed time delays, IEEE Transactions on Neural Networks, 21, 1, 11-25 (2010)
[15] Li, X., Existence and global exponential stability of periodic solution for delayed neural networks with impulsive and stochastic effects, Neurocomputing, 73, 749-758 (2010)
[16] Jiang, H.; Bi, Q., Impulsive synchronization of networked nonlinear dynamical systems, Physics Letters A, 374, 27, 2723-2729 (2010) · Zbl 1237.34101
[17] Guan, Z.; Liu, Z.; Feng, G.; Wang, Y., Synchronization of complex dynamical networks with time-varying delays via impulsive distributed control, IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, 8, 57, 2182-2195 (2010) · Zbl 1468.93086
[18] Yang, Y.; Cao, J., Exponential synchronization of the complex dynamical networks with a coupling delay and impulsive effects, Nonlinear Analysis: Real World Applications, 11, 1650-1659 (2010) · Zbl 1204.34072
[19] Zhou, J.; Xiang, L.; Liu, Z., Synchronization in complex dynamical networks with impulsive effects, Physica A, 384, 2, 684-692 (2007)
[20] Liu, B.; Teo, K. L.; Liu, X., Robust exponential stabilization for large-scale uncertain impulsive systems with coupling time-delays, Nonlinear Analysis, 68, 1169-1183 (2008) · Zbl 1154.34041
[21] Li, P.; Cao, J.; Wang, Z. D., Robust impulsive synchronization of coupled delayed neural networks with uncertainties, Physica A, 373, 261-272 (2007)
[22] Yang, M.; Wang, Y.; Xiao, J.; Wang, H., Robust synchronization of impulsive-coupled complex switched networks with parameteric uncertainties and time-varying delays, Nonlinear Analysis: Real World Applications, 11, 4, 3008-3020 (2010) · Zbl 1214.93055
[23] Zhang, G.; Liu, Z.; Ma, Z., Synchronization of complex dynamical networks via impulsive control, Chaos, 17, 043126 (2007) · Zbl 1163.37389
[24] Song, Q.; Wang, Z. D., Stability analysis of impulsive stochastic Cohen-Grossberg neural networks with mixed time delays, Physica A, 387, 3314-3326 (2008)
[25] Wu, H.; Sun, J., \(p\)-moment stability of stochastic differential equations with impulsive jump and Markovian switching, Automatica, 42, 1753-1759 (2006) · Zbl 1114.93092
[26] Wang, X., Exponential \(p\)-stability of impulsive stochastic Cohen-Grossberg neural networks with mixed delays, Mathematics and Computers in Simulation, 79, 1698-1710 (2009) · Zbl 1165.34043
[27] Tang, Y.; Leung, Y. S.S.; Wong, W. K.; Fang, J., Impulsive pinning synchronization of stochastic discrete-time networks, Neurocomputing, 73, 2132-2139 (2010)
[28] Lu, J. Q.; Ho, D. W.C.; Cao, J., A unified synchronization criterion for impulsive dynamical networks, Automatica, 46, 7, 1215-1221 (2010) · Zbl 1194.93090
[29] Watts, D. J.; Strogatz, S. H., Collective dynamics of “small-world” networks, Nature, 393, 440-442 (1998) · Zbl 1368.05139
[30] Horn, R.; Johnson, C., Matrix Analysis (2001), Springer-Verlag Press: Springer-Verlag Press New York
[31] Wu, C. W.; Chua, L. O., Synchronization in an array of linearly coupled dynamical networks, IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, 42, 8, 430-447 (1995) · Zbl 0867.93042
[32] Wang, Y.; Xie, L.; Souza, C., Robust control of a class of uncertain nonlinear systems, Systems and Control Letters, 19, 139-149 (1992) · Zbl 0765.93015
[33] Yang, Z.; Xu, D., Stability analysis and design of impulsive control systems with time delay, IEEE Transactions on Automatic Control, 52, 8, 1448-1454 (2007) · Zbl 1366.93276
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