Skip to main content

Advertisement

Log in

Synchronization of Singular Markovian Jumping Neutral Complex Dynamical Networks with Time-Varying Delays via Pinning Control

  • Published:
Acta Mathematica Scientia Aims and scope Submit manuscript

Abstract

This article discusses the synchronization problem of singular neutral complex dynamical networks (SNCDN) with distributed delay and Markovian jump parameters via pinning control. Pinning control strategies are designed to make the singular neutral complex networks synchronized. Some delay-dependent synchronization criteria are derived in the form of linear matrix inequalities based on a modified Lyapunov-Krasovskii functional approach. By applying the Lyapunov stability theory, Jensen’s inequality, Schur complement, and linear matrix inequality technique, some new delay-dependent conditions are derived to guarantee the stability of the system. Finally, numerical examples are presented to illustrate the effectiveness of the obtained results.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Gong D, Zhang H, Wang Z, Liu J. Synchronization analysis for complex networks with coupling delay based on T-S fuzzy theory. Appl Math Model, 2012, 36: 6215–6224

    MathSciNet  MATH  Google Scholar 

  2. Ji D H, Park J H, Yoo W J, Won S C, Lee S M. Synchronization criterion for Lur’e type complex dynamical networks with time-varying delay. Phys Lett A, 2010, 374: 1218–1227

    MATH  Google Scholar 

  3. Shen H, Park J H, Wu Z G, Zhan Z. Finite-time H synchronization for complex networks with semi-Markov jump topology. Commun Nonlinear Sci Numer Simul, 2014, 24: 40–51

    MathSciNet  Google Scholar 

  4. Cai S, Hao J, He Q, Liu Z. Exponenial synchronization of complex delayed dynamical networks via pinning periodically intermittent control. Phys Lett A, 2011, 375: 1965–1971

    MATH  Google Scholar 

  5. Wang J, Zhang H, Wang B. Local exponential synchronization in complex dynamical networks with time-varying delay and hybrid coupling. Appl Math Comput, 2013, 225: 16–32

    MathSciNet  MATH  Google Scholar 

  6. Shen H, Wu Z G, Zhang Z, Park J H. Non-fragile mixed H1/l2 - l1 synchronization control for complex networks with Markov jumping-switching topology under unreliable communication links. IET Control Theory and Applications, 2014, 8: 2207–2218

    MathSciNet  Google Scholar 

  7. Park M J, Kwon O M, Park J H, Lee S M, Cha E J. Synchronization criteria of fuzzy complex dynamical networks with interval time-varying delays. Appl Math Comput, 2012, 218: 11634–11647

    MathSciNet  MATH  Google Scholar 

  8. Zhou J, Wu Q, Xiang L. Impulsive pinning complex dynamical networks and applications to firing neuronal synchronization. Nonlinear Dyn Syst Theory, 2012, 69: 1393–403

    MathSciNet  MATH  Google Scholar 

  9. Wang M, Wang X, Liu Z. A new complex network model with hierarchical and modular structures. Chinese J Phys, 2010, 48: 805–813

    Google Scholar 

  10. Yi J W, Wang Y W, Xiao J W, Huang Y. Exponential synchronization of complex dynamical networks with Markovian jumping parameters and stochastic delays and its application to multi-agent systems. Commun Nonlinear Sci Numer Simul, 2013, 18: 1175–1192

    MathSciNet  MATH  Google Scholar 

  11. Chen X, Song Q. Global stability of complex-valued neural networks with both leakage time delay and discrete time delay on time scales. Neurocomputing, 2013, 121: 254–264

    Google Scholar 

  12. Huang B, Zhang H, Gong D, Wang J. Synchronization analysis for static neural networks with hybrid couplings and time delays. Neurocomputing, 2015, 148: 288–293

    Google Scholar 

  13. Li H. H1 cluster synchronization and state estimation for complex dynamical networks with mixed time delays. Appl Math Model, 2013, 37: 7223–7244

    MathSciNet  MATH  Google Scholar 

  14. Balasubramaniam P, Ali M Syed, Arik S. Global asymptotic stability of stochastic fuzzy cellular neural networks with multiple time-varying delays. Expert Systems with Applications, 2010, 37: 7737–7744

    Google Scholar 

  15. Ali M Syed. Stability of Markovian jumping recurrent neural networks with discrete and distributed time- varying delays. Neurocomputing, 2015, 149: 1280–1285

    Google Scholar 

  16. Ali M Syed, Arik S, Saravanakumar R. Delay-dependent stability criteria of uncertain Markovian jump neural networks with discrete interval and distributed time-varying delays. Neurocomputing, 2015, 158: 167–173

    Google Scholar 

  17. Lee T H, Wu Z G, Park J H. Synchronization of a complex dynamical network with coupling time-varying delays via sampled-data control. Appl Math Comput, 2012, 219: 1354–1366

    MathSciNet  MATH  Google Scholar 

  18. Song Q. Synchronization analysis in an array of asymmetric neural networks with time-varying delays and nonlinear coupling. Appl Math Comput, 2010, 216: 1605–1613

    MathSciNet  MATH  Google Scholar 

  19. Yang X, Cao J, Yang Z. Synchronization of coupled reaction-diffusion neural networks with time-varying delays via pinning-impulsive controller. SIAM J Control Optim, 2013, 51: 3486–3510

    MathSciNet  MATH  Google Scholar 

  20. Wang G, Yin Q, Shen Y, Jiang F. H1 synchronization of directed complex dynamical networks with mixed time-delays and switching structures. Circuits Syst Signal Process, 2013, 32: 1575–1593

    Google Scholar 

  21. Zheng S, Wang S, Dong G, Bi Q. Adaptive synchronization of two nonlinearly coupled complex dynamical networks with delayed coupling. Commun Nonlinear Sci Numer Simul, 2012, 17: 284–291

    MathSciNet  MATH  Google Scholar 

  22. Li H. New criteria for synchronization stability of continuous complex dynamical networks with non-delayed and delayed coupling. Commun Nonlinear Sci Numer Simul, 2011, 16: 1027–1043

    MathSciNet  MATH  Google Scholar 

  23. Nian F, Wang X. Chaotic synchronization of hybrid state on complex networks. Int J Mod Phys C, 2010, 21: 457–469

    MathSciNet  MATH  Google Scholar 

  24. Guo W, Austin F, Chen S. Global synchronization of nonlinearly coupled complex networks with non-delayed coupling. Commun Nonlinear Sci Numer Simul, 2010, 15: 1631–1639

    MathSciNet  MATH  Google Scholar 

  25. Yu W, Chen G, Cao J. Adaptive synchronization of uncertain coupled stochastic complex networks. Asian J Cont, 2011, 13: 418–429

    MathSciNet  MATH  Google Scholar 

  26. Dua H, Shi P, Lua N. Function projective synchronization in complex dynamical networks with time delay via hybrid feedback control. Nonlinear Anal Real World Appl, 2013, 14: 1182–1190

    MathSciNet  Google Scholar 

  27. Hu A, Cao J, Yang Z. Cluster synchronization in directed networks of non-identical systems with noises via random pinning control. Phys A, 2014, 395: 537–548

    MathSciNet  MATH  Google Scholar 

  28. Li L, Cao J. Cluster synchronization in an array of coupled stochastic delayed neural networks via pinning 886 ACTA MATHEMATICA SCIENTIA Vol.40 Ser.B control. Neurocomputing, 2011, 74: 846–856

    Google Scholar 

  29. Yu W, Chen G, Lu J. On pinning synchronization of complex dynamical networks. Automatica, 2009, 45: 429–435

    MathSciNet  MATH  Google Scholar 

  30. Song Q, Cao J. On pinning synchronization of directed and undirected complex dynamical networks. IEEE Trans Circuits Syst I, Reg Papers, 2010, 57: 672–680

    MathSciNet  Google Scholar 

  31. Jin X Z, Yang G H. Adaptive synchronization of a class of uncertain complex networks against netwotk deterioration. IEEE Trans Circuits Syst I, Reg Papers, 2011, 58: 1369–1409

    Google Scholar 

  32. Wang Z, Huang L, Wang Y, Zuo Y. Synchronization analysis of networks with both delayed and non-delayed couplings via adaptive pinning control method. Commun Nonlinear Sci Numer Simul, 2010, 15: 4202–4208

    MathSciNet  MATH  Google Scholar 

  33. Feng J, Sun S, Xu C, Zhao Y, Wang J. The synchronization of general complex dynamical network via pinning control. Nonlinear Dyn, 2012, 67: 1623–1633

    MathSciNet  MATH  Google Scholar 

  34. Zhang Y, Zhang Q, Yan X G. Complex dynamics in a singular Leslieower predatorprey bioeconomic model with time delay and stochastic. Physica A, 2014, 404: 180–191

    MathSciNet  Google Scholar 

  35. Wu S L, Li C X. On semi-convergence of modified HSS method for a class of complex singular linear systems. Appl Math Lett, 2014, 38: 57–60

    MathSciNet  MATH  Google Scholar 

  36. Ma Y, Zheng Y. Synchronization of continuous-time Markovian jumping singular complex networks with mixed mode-dependent time delays. Neurocomputing, 2015, 156: 52–59

    Google Scholar 

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

    MathSciNet  MATH  Google Scholar 

  38. Duan W, Cai C, Zou Y, You J. Synchronization criteria for singular complex dynamical networks with delayed coupling and non-delayed coupling. Control Theory Appl, 2013, 30(8): 947–955

    MATH  Google Scholar 

  39. Zeng J, Cao J. Synchronization in singular hybrid complex networks with delayed coupling. Internat J Systems Control and Communications, 2011, 3: 144–157

    Google Scholar 

  40. Yang M, Wang Y, Xiao J, Huang Y. Robust synchronization of singular complex switched networks with parametric uncertainties and unknown coupling topologies via impulsive control. Commun Nonlinear Sci Numer Simul, 2012, 17(11): 4404–4416

    MathSciNet  MATH  Google Scholar 

  41. Li H, Ning Z, Yin Y, Tang Y. Synchronization and state estimation for singular complex dynamical networks with time-varying delays. Commun Nonlinear Sci Numer Simul, 2013, 18: 194–208

    MathSciNet  MATH  Google Scholar 

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

    MathSciNet  MATH  Google Scholar 

  43. Liu Z Y, Lin C, Chen B. A neutral system approach to stability of singular time-delay systems. J Franklin Inst, 2014, 351: 4939–4948

    MathSciNet  MATH  Google Scholar 

  44. Ji D H, Lee D W, Koo J H, et al. Synchronization of neutral complex dynamical networks with coupling Time-varying delays. Non Linear Dyn, 2011, 65: 349–358

    MathSciNet  MATH  Google Scholar 

  45. Liu X, Xi H. Synchronization of neutral complex dynamical network with Markovian switching based on sampled-data controller. Neurocomputing, 2014, 139: 163–179

    Google Scholar 

  46. Li H, Yue D. Synchronization of Markovian jumping stochastic complex networks with distributed time delays and probabilistic interval discrete time-varying delays. J Phys A Math Theor, 2010, 43: 105–101

  47. Yang X, Cao J. Finite-time stochastic synchronization of complex networks. Appl Math Model, 2010, 34: 3631–3641

    MathSciNet  MATH  Google Scholar 

  48. Sun Y, Li W, Ruan J. Generalized outer synchronization between complex dynamical networks with time delay and noise perturbation. Commun Nonlinear Sci Numer Simul, 2013, 18: 989–998

    MathSciNet  MATH  Google Scholar 

  49. Wu Z G, Shi P, Su H, Chu J. Sampled-data exponential synchronization of complex dynamical networks with time-varying coupling delay. Neural Netw Learn Syst, 2013, 24: 1177–1187

    Google Scholar 

  50. Duan W, Du B, You J, Zou Y. Synchronization criteria for neutral complex dynamic networks with interal Time-varying coupling delays. Asian J Cont, 2013, 15: 1385–1396

    MATH  Google Scholar 

  51. Dai L, Singular control systems. Germany: Springer-Verlang, 1989

    MATH  Google Scholar 

  52. Masubuchi I, Kamitance Y, Ohara A, Suda N. H control for descriptor systems: A matrix inequalities approach. Utomatica, 1997, 33: 669–673

    MathSciNet  MATH  Google Scholar 

  53. Gu K, Kharitonov V L, Chen J. Stability of time delay systems. Boston: Birkhuser, 2003

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. Syed Ali.

Additional information

The work of author was supported by NBHM grant. 2/48 (5)/2016/NBHMR.P)/- R -D II/ 14088

Electronic supplementary material

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Anand, K.S., Yogambigai, J., Harish Babu, G.A. et al. Synchronization of Singular Markovian Jumping Neutral Complex Dynamical Networks with Time-Varying Delays via Pinning Control. Acta Math Sci 40, 863–886 (2020). https://doi.org/10.1007/s10473-020-0319-y

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10473-020-0319-y

Key words

Navigation