期刊文献+

SYNCHRONIZATION OF MASTER-SLAVE MARKOVIAN SWITCHING COMPLEX DYNAMICAL NETWORKS WITH TIME-VARYING DELAYS IN NONLINEAR FUNCTION VIA SLIDING MODE CONTROL 被引量:4

SYNCHRONIZATION OF MASTER-SLAVE MARKOVIAN SWITCHING COMPLEX DYNAMICAL NETWORKS WITH TIME-VARYING DELAYS IN NONLINEAR FUNCTION VIA SLIDING MODE CONTROL
下载PDF
导出
摘要 In this article, a synchronization problem for master-slave Markovian switching complex dynamical networks with time-varying delays in nonlinear function via sliding mode control is investigated. On the basis of the appropriate Lyapunov-Krasovskii functional, introducing some free weighting matrices, new synchronization criteria are derived in terms of linear matrix inequalities (LMIs). Then, an integral sliding surface is designed to guarantee synchronization of master-slave Markovian switching complex dynamical networks, and the suitable controller is synthesized to ensure that the trajectory of the closed-loop error system can be driven onto the prescribed sliding mode surface. By using Dynkin's formula, we established the stochastic stablity of master-slave system. Finally, numerical example is provided to demonstrate the effectiveness of the obtained theoretical results. In this article, a synchronization problem for master-slave Markovian switching complex dynamical networks with time-varying delays in nonlinear function via sliding mode control is investigated. On the basis of the appropriate Lyapunov-Krasovskii functional, introducing some free weighting matrices, new synchronization criteria are derived in terms of linear matrix inequalities (LMIs). Then, an integral sliding surface is designed to guarantee synchronization of master-slave Markovian switching complex dynamical networks, and the suitable controller is synthesized to ensure that the trajectory of the closed-loop error system can be driven onto the prescribed sliding mode surface. By using Dynkin's formula, we established the stochastic stablity of master-slave system. Finally, numerical example is provided to demonstrate the effectiveness of the obtained theoretical results.
出处 《Acta Mathematica Scientia》 SCIE CSCD 2017年第2期368-384,共17页 数学物理学报(B辑英文版)
关键词 Markovian switching complex dynamical networks Lyapunov-Krasovskii method sliding mode control Linear Matrix Inequality Markovian switching complex dynamical networks Lyapunov-Krasovskii method sliding mode control Linear Matrix Inequality
  • 相关文献

参考文献4

二级参考文献78

  • 1Wenlian LU Tianping CHENt Published online March.A New Approach to Synchronization Analysis of Linearly Coupled Map Lattices[J].Chinese Annals of Mathematics,Series B,2007,28(2):149-160. 被引量:1
  • 2Strogatz S H. Exploring complex networks. Nature, 2001, 410:268-276.
  • 3Watts D J, Strogatz S H. Collective dynamics of 'small-world' networks. Nature, 1998, 393:440-442.
  • 4Li P, Cao J, Wang Z. Robust impulsive synchronization of coupled delayed neural networks with uncer- tainties. Physica A, 2007, 373:261-272.
  • 5Wang Y, Wang Z, Liang J. Global synchronization for delayed complex networks with randomly occurring nonlinearities and multiple stochastic disturbances. J Phys A: Math Theor, 2009, 42:135-101.
  • 6Perez-Munuzuri V, Perez-Villar V L. Chua O. Autowaves for image processing on a two-dimensional CNN array of excitible nonlinear circuits: Flat and wrinkled labyrinths. IEEE Trans Circuits Syst I, 1993, 40: 174-181.
  • 7Zhang Y, He Z. A secure communication scheme based on cellular neural networks. Proc IEEE Int Conf Intelligent Processing Systems, 1997, 1:521-524.
  • 8Wang Z, 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, 2010, 21(1): 11-25.
  • 9Lu J, Ho D W C, Liu M. Globally exponential synchronization in an array of asymmetric coupled neural networks. Physics Letters A, 2007, 369:444-451.
  • 10Lu W, Chen T. Synchronization analysis of linearly coupled networks of discrete time systems. Physica D, 2004, 198:148-168.

共引文献27

同被引文献16

引证文献4

二级引证文献5

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部