×

Generalized outer synchronization between non-dissipatively coupled complex networks with different-dimensional nodes. (English) Zbl 1480.34073

Summary: This paper investigates the generalized outer synchronization (GOS) between two non-dissipatively coupled complex dynamical networks (CDNs) with different time-varying coupling delays. Our drive-response networks also possess nonlinear inner coupling functions and time-varying outer coupling configuration matrices. Besides, in our network models, the nodes in the same network are nonidentical and the nodes in different networks have different state dimensions. Asymptotic generalized outer synchronization (AGOS) and exponential generalized outer synchronization (EGOS) are defined for our CDNs. Our main objective in this paper is to design AGOS and EGOS controllers for our drive-response networks via the open-plus-closed-loop control technique. Distinguished from most existing literatures, it is the partial intrinsic dynamics of each node in response network that is restricted by the QUAD condition, which is easy to be satisfied. Representative simulation examples are given to verify the effectiveness and feasibility of our GOS theoretical results in this paper.

MSC:

34D06 Synchronization of solutions to ordinary differential equations
34K20 Stability theory of functional-differential equations
34K35 Control problems for functional-differential equations
90B10 Deterministic network models in operations research
93D05 Lyapunov and other classical stabilities (Lagrange, Poisson, \(L^p, l^p\), etc.) in control theory
Full Text: DOI

References:

[1] Lü, J. H.; Chen, G. R., A time-varying dynamical network model and its controlled synchronization criteria, IEEE Trans. Autom. Control, 50, 841-846 (2005) · Zbl 1365.93406
[2] DeLellis, P.; Bernardo, M.; Russo, G., On QUAD, Lipschitz, and contracting vector fields for consensus and synchronization of networks, IEEE Trans. Circuits Syst. I, 58, 576-583 (2011) · Zbl 1468.34077
[3] Wang, Q. Y.; Duan, Z. S.; Chen, G. R.; Feng, Z. S., Synchronization in a class of weighted complex networks with coupling delays, Phys. A, 387, 5616-5622 (2008)
[4] Solís-Perales, G.; Ruiz-Velázquez, E.; Valle-Rodríguez, D., Synchronization in complex networks with distinct chaotic nodes, Commun. Nonlinear Sci. Numer. Simul., 14, 2528-2535 (2009) · Zbl 1221.34148
[5] Lee, D. W.; Yoo, W. J.; Ji, D. H.; Park, J. H., Integral control for synchronization of complex dynamical networks with unknown non-identical nodes, Appl. Math. Comput., 224, 140-149 (2013) · Zbl 1336.93018
[6] DeLellis, P.; Bernardo, M.; Gorochowski, T. E.; Russo, G., Synchronization and control of complex networks via contraction, adaptation and evolution, IEEE Circuits Syst. Mag., 10, 3, 64-82 (2010)
[7] Lu, J. Q.; Ho, D. W.C.; Cao, J. D., Synchronization in an array of nonlinearly coupled chaotic neural networks with delay coupling, Int. J. Bifurcation Chaos, 18, 10, 3101-3111 (2008) · Zbl 1165.34414
[8] Liu, T.; Dimirovski, G. M.; Zhao, J., Exponential synchronization of complex delayed dynamical networks with general topology, Phys. A, 387, 643-652 (2008)
[9] Yang, Y. Q.; Cao, J. D., Exponential synchronization of the complex dynamical networks with a coupling delay and impulsive effects, Nonlinear Anal.: Real World Appl., 11, 3, 1650-1659 (2010) · Zbl 1204.34072
[10] He, W. L.; Cao, J. D., Exponential synchronization of hybrid coupled networks with delayed coupling, IEEE Trans. Neural Networks, 21, 4, 571-583 (2010)
[11] Cao, J. D.; Chen, G. R.; Li, P., Global synchronization in an array of delayed neural networks with hybrid coupling, IEEE Trans. Syst. Man Cybern. Part B, 38, 2, 488-498 (2008)
[12] Shen, H.; Park, J. H.; Wu, Z. G., Finite-time synchronization control for uncertain Markov jump neural networks with input constraints, Nonlinear Dyn., 77, 1709-1720 (2014) · Zbl 1331.92019
[13] Cao, J. D.; Sivasamy, R.; Rakkiyappan, R., Sampled-data \(H_∞\) synchronization of chaotic Lur’s systems with time delay, Circuits Syst. Signal Process., 35, 3, 811-835 (2016) · Zbl 1346.93145
[14] Li, K.; Zhou, J.; Yu, W.; Small, M.; Fu, X., Adaptive cluster synchronization in networks with time-varying and distributed coupling delays, Appl. Math. Modell., 38, 1300-1314 (2014) · Zbl 1449.34256
[15] Jiang, S.; Cai, G.; Cai, S.; Tian, L.; Lu, X., Adaptive cluster general projective synchronization of complex dynamic networks in finite time, Commun. Nonlinear Sci. Numerical Simul., 28, 194-200 (2015) · Zbl 1524.93055
[16] Li, C. P.; Sun, W. G.; Kurths, J., Synchronization between two coupled complex networks, Phys. Rev. E, 76, Article 046204 pp. (2007)
[17] Wu, X.; Lu, H., Outer synchronization of uncertain general complex delayed networks with adaptive coupling, Neurocomputing, 82, 157-166 (2012)
[18] Zhao, M.; Zhang, H.; Wang, Z.; Liang, H., Synchronization between two general complex networks with time-delay by adaptive periodically intermittent pinning control, Neurocomputing, 144, 215-221 (2014)
[19] Lu, J. Q.; Ding, C. D.; Lou, J. G.; Cao, J. D., Outer synchronization of partially coupled dynamical networks via pinning impulsive controllers, J. Franklin Inst., 352, 11, 5024-5041 (2015) · Zbl 1395.93091
[20] Ma, X. H.; Wang, J. A., Pinning outer synchronization between two delayed complex networks with nonlinear coupling via adaptive periodically intermittent control, Commun. Nonlinear Sci. Numer. Simul., 199, 197-203 (2016)
[21] Li, S., Linear generalized outer synchronization between two complex dynamical networks with time-varying coupling delay, Optik, 127, 10467-10477 (2016)
[22] Ma, T.; Zhang, J.; Zhou, Y.; Wang, H., Adaptive hybrid projective synchronization of two coupled fractional-order complex networks with different sizes, Neurocomputing, 164, 182-189 (2015)
[23] Sun, M.; Zeng, C.; Tian, L., Linear generalized synchronization between two complex networks, Commun. Nonlinear Sci. Numer. Simul., 15, 2162-2167 (2010) · Zbl 1222.93088
[24] Sun, Y.; Li, W.; Ruan, J., Generalized outer synchronization between complex dynamical networks with time delay and noise perturbation, Commun. Nonlinear Sci. Numer. Simul., 18, 989-998 (2013) · Zbl 1260.93004
[25] Wang, G.; Cao, J.; Lu, J., Outer synchronization between two nonidentical networks with circumstance noise, Phys. A, 389, 1480-1488 (2010)
[26] Jing, T.; Chen, F.; Li, Q., Finite-time mixed outer synchronization of complex networks with time-varying delay and unknown parameters, Appl. Math. Modell., 39, 7734-7743 (2015) · Zbl 1443.34049
[27] Stefanovska, A.; Haken, H.; McClintock, P. V.E.; Hozic, M.; Bajrovic, F.; Ribaric, S., Reversible transitions between synchronization states of the cardiorespiratory system, Phys. Rev. Lett., 85, 4831-4834 (2000)
[28] Wu, Z.; Xu, X.; Chen, G.; Fu, X., Generalized matrix projective synchronization of general colored networks with different-dimensional node dynamics, J. Franklin Inst., 351, 4584-4595 (2014) · Zbl 1395.93453
[29] Liu, G.; Li, W.; Yang, H.; Gareth, K., The control gain region for synchronization in non-diffusively coupled complex networks, Phys. A, 405, 17-24 (2014) · Zbl 1395.34040
[30] Zhang, L. L.; Wang, Y. H.; Huang, Y. Y.; Chen, X. S., Delay-dependent synchronization for non-diffusively coupled time-varying complex dynamical networks, Appl. Math. Comput., 259, 510-522 (2015) · Zbl 1390.93096
[31] Zhang, L. L.; Wang, Y. H.; Huang, Y. Y., Synchronization for non-dissipatively coupled time-varying complex dynamical networks with delayed coupling nodes, Nonlinear Dyn., 82, 1581-1593 (2015) · Zbl 1348.34099
[32] Zhang, L. L.; Wang, Y. H.; Wang, Q. Y., Synchronization for time-varying complex dynamical networks with different-dimensional nodes and non-dissipative coupling, Commun. Nonlinear Sci. Numer. Simul., 24, 64-74 (2015) · Zbl 1463.93234
[33] M. Pouragha, R. Wan, Non-dissipative structural evolutions in granular materials within the small strain range, Int. J. Solids Struct. Doi:10.1016/j.ijsolstr.2017.01.039; M. Pouragha, R. Wan, Non-dissipative structural evolutions in granular materials within the small strain range, Int. J. Solids Struct. Doi:10.1016/j.ijsolstr.2017.01.039
[34] Khalil, H. K., Nonlinear Systems (2002), Prentice-Hall: Prentice-Hall Englewood Cliffs, NJ · Zbl 1003.34002
[35] Moujahid, A.; d’Anjou, A.; Torrealdea, F. J.; Torrealdea, F., Efficient synchronization of structurally adaptive coupled Hindmarsh-Rose neurons, Chaos Solitons Fractals, 44, 929-933 (2011)
[36] Nguyen, L. H.; Hong, K. S., Adaptive synchronization of two coupled chaotic Hindmarsh-Rose neurons by controlling the membrane potential of a slave neuron, Appl. Math. Modell., 37, 2460-2468 (2013) · Zbl 1349.93224
[37] Hrg, D., Synchronization of two Hindmarsh-Rose neurons with unidirectional coupling, Neural Networks, 40, 73-79 (2013) · Zbl 1283.92017
[38] Lange, E. D., Neuron Models of the Generic Bifurcation Type: Network Analysis and Data Modeling (2006), EPFL: EPFL Lausanne
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.