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Synchronization of a delayed complex dynamical network with free coupling matrix

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Abstract

This paper considers synchronization problem of a delayed complex dynamical network. For the problem, the virtual target node is chosen as one of nodes in the complex network. It should be pointed out that only one connection is needed between a real target node and a virtual target node instead of N connections. Moreover, the proposed synchronization scheme does not require additional conditions for coupling matrix unlike the existing works. Based on Lyapunov stability theory, a new design criterion for an adaptive feedback controller to achieving synchronization between the real target node and all nodes of the delayed complex network is developed. Finally, the proposed method is applied to a numerical example in order to show the effectiveness of our results.

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Abbreviations

n :

is the n-dimensional Euclidean space.

m×n :

denotes the set of m×n real matrices.

X>0:

(respectively, X≥0) means that the matrix X is a real symmetric positive definite matrix (respectively, positive semi-definite).

I n :

denotes the n-dimensional identity matrix.

0 n×m :

denotes the n×m dimensional matrix in which all entries are zero.

1 n×m :

denotes the n×m dimensional matrix in which all entries are one.

∥⋅∥:

refers to the Euclidean vector norm and the induced matrix norm.

diag {⋅⋅⋅}:

denotes the block diagonal matrix.

⋆:

represents the elements below the main diagonal of a symmetric matrix.

⊗:

denotes the Kronecker product.

References

  1. Kim, H.R., Oh, J.J., Kim, D.W.: Task assignment strategies for a complex real-time network system. Int. J. Control. Autom. Syst. 4, 601–614 (2006)

    Google Scholar 

  2. Karimi, H.R.: Robust synchronization and fault detection of uncertain master–slave systems with mixed time-varying delays and nonlinear perturbations. Int. J. Control. Autom. Syst. 9, 671–680 (2011)

    Article  Google Scholar 

  3. Yoo, S.J., Park, J.B., Choi, Y.H.: Adaptive output feedback control of flexible-joint robots using neural networks: dynamic surface design approach. IEEE Trans. Neural Netw. 19, 1712–1726 (2008)

    Article  Google Scholar 

  4. Dou, C.X., Duan, Z.S., Jia, X.B., Niu, P.F.: Study of delay-independent decentralized guaranteed cost control for large scale systems. Int. J. Control. Autom. Syst., 9, 478–488 (2011)

    Article  Google Scholar 

  5. Barahona, M., Pecora, L.M.: Synchronization in small-world systems. Phys. Rev. Lett. 89, 054101 (2002)

    Article  Google Scholar 

  6. Luo, A.C.: A theory for synchronization of dynamical systems. Commun. Nonlinear Sci. Numer. Simul. 14, 1901–1951 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  7. Wang, X.F., Chen, G.: Synchronization in small-world dynamical networks. Int. J. Bifurc. Chaos Appl. Sci. Eng. 12, 187–192 (2002)

    Article  Google Scholar 

  8. Gao, H., Lam, J., Chen, G.: New criteria for synchronization stability of general complex dynamical networks with coupling delays. Phys. Lett. A 360, 263–273 (2006)

    Article  MATH  Google Scholar 

  9. Zhou, J., Lu, J.A., Lu, J.: Pinning adaptive synchronization of a general complex dynamical network. Automatica 44, 996–1003 (2008)

    Article  MathSciNet  Google Scholar 

  10. Yu, W., Chen, W., Lü, J.: On pinning synchronization of complex dynamical networks. Automatica 45, 429–435 (2009)

    Article  MATH  Google Scholar 

  11. Xiang, L., Zhu, J.J.H.: On pinning synchronization of general coupled networks. Nonlinear Dyn. 64, 339–348 (2011)

    Article  MathSciNet  Google Scholar 

  12. Song, Q., Cao, J., Liu, F.: Synchronization of complex dynamical networks with nonidentical nodes. Phys. Lett. A 374, 544–551 (2010)

    Article  MATH  Google Scholar 

  13. Xu, D., Su, Z.: Synchronization criterions and pinning control of general complex networks with time delay. Appl. Math. Comput. 215, 1593–1608 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  14. Tang, H., Chen, L., Lu, J., Tse, C.K.: Adaptive synchronization between two complex networks with nonidentical topological structures. Physica A 387, 5623–5630 (2008)

    Article  Google Scholar 

  15. Zheng, S., Bi, Q., Cai, G.: Adaptive projective synchronization in complex networks with time-varying coupling delay. Phys. Lett. A 373, 1553–1559 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  16. Wang, L., Dai, H.P., Dong, H., Cao, Y.Y., Sun, X.Y.: Adaptive synchronization of weighted complex dynamical networks through pinning. Eur. Phys. J. B 61, 335–342 (2008)

    Article  Google Scholar 

  17. Strogatz, S.H.: Exploring complex networks. Nature 410, 268–276 (2001)

    Article  Google Scholar 

  18. Albert, R., Barabasi, A.L.: Statistical mechanics of complex networks. Rev. Mod. Phys. 74, 47–97 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  19. Wang, X.F., Chen, C.: Complex networks: small-world, scale-free, and beyond. IEEE Circuits Syst. Mag. 3(1), 6–20 (2003)

    Article  Google Scholar 

  20. Xu, S., Feng, G.: Further results on robust adaptive control of uncertain time-delay systems. IET Control Theory Appl. 2, 402–408 (2008)

    Article  MathSciNet  Google Scholar 

  21. Xu, S., Lam, J., Zou, Y., Li, J.: Robust admissibility of time-varying singular systems with commensurate time delays. Automatica 45, 2714–2717 (2009)

    Article  MATH  Google Scholar 

  22. Li, C., Chen, G.: Synchronization in general complex dynamical networks with coupling delays. Physica A 343, 263–278 (2004)

    Article  MathSciNet  Google Scholar 

  23. Gao, H., Lam, J., Chen, G.: New criteria for synchronization stability of general complex dynamical networks with coupling delays. Phys. Lett. A 360, 263–273 (2006)

    Article  MATH  Google Scholar 

  24. Koo, J.H., Ji, D.H., Won, S.C.: Synchronization of singular complex dynamical networks with time-varying delays. Appl. Math. Comput. 217, 3916–3923 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  25. Liu, H., Lu, J., Lü, J., Hill, D.: Structure identification of uncertain general complex dynamical networks with time delay. Automatica 45, 1799–1807 (2009)

    Article  MATH  Google Scholar 

  26. Lorenz, E.N.: Deterministic nonperiodic flow. J. Atmos. Sci. 20, 130–141 (1963)

    Article  Google Scholar 

  27. Boyd, S., Ghaoui, L. El, Feron, E., Balakrishnan, V.: Linear Matrix Inequalities in System and Control Theory. Philadelphia, SIAM (1994)

    Book  MATH  Google Scholar 

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Acknowledgements

The work was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education, Science and Technology (2010-0009373).

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Correspondence to Ju H. Park.

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Lee, T.H., Park, J.H., Jung, H.Y. et al. Synchronization of a delayed complex dynamical network with free coupling matrix. Nonlinear Dyn 69, 1081–1090 (2012). https://doi.org/10.1007/s11071-012-0328-z

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