Mean Square Synchronization of Stochastic Nonlinear Delayed Coupled Complex Networks

被引：2
|
作者：
Xie, Chengrong [1 ]
Xu, Yuhua [1 ]
Tong, Dongbing [1 ]
机构：
[1] Donghua Univ, Coll Informat Sci & Technol, Shanghai 201620, Peoples R China
来源：
DISCRETE DYNAMICS IN NATURE AND SOCIETY | 2013年 / 2013卷
基金：
中国国家自然科学基金; 中国博士后科学基金;
关键词：
TIME-VARYING DELAYS; DYNAMICAL NETWORKS; NEURAL-NETWORKS; EXPONENTIAL SYNCHRONIZATION; ADAPTIVE SYNCHRONIZATION; DISCRETE;
D O I：
10.1155/2013/914140
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
We investigate the problem of adaptive mean square synchronization for nonlinear delayed coupled complex networks with stochastic perturbation. Based on the LaSalle invariance principle and the properties of the Weiner process, the controller and adaptive laws are designed to ensure achieving stochastic synchronization and topology identification of complex networks. Sufficient conditions are given to ensure the complex networks to be mean square synchronization. Furthermore, numerical simulations are also given to demonstrate the effectiveness of the proposed scheme.
引用
收藏
页数：10
相关论文
共 50 条
  • [41] Synchronization of Delayed Networks with Stochastic Impulses
    Tang Yang
    Gao Huijun
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 2736 - 2740
  • [42] Global synchronization of nonlinearly coupled complex networks with non-delayed and delayed coupling
    Guo, Wanli
    Austin, Francis
    Chen, Shihua
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2010, 15 (06) : 1631 - 1639
  • [43] Mean square exponential synchronization in Lagrange sense for uncertain complex dynamical networks
    Zhou, Wuneng
    Wang, Tianbo
    Mou, Jinping
    Fang, Jian'an
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2012, 349 (03): : 1267 - 1282
  • [44] Synchronization, stickiness effects and intermittent oscillations in coupled nonlinear stochastic networks
    N. Kouvaris
    A. Provata
    The European Physical Journal B, 2009, 70 : 535 - 541
  • [45] Synchronization, stickiness effects and intermittent oscillations in coupled nonlinear stochastic networks
    Kouvaris, N.
    Provata, A.
    EUROPEAN PHYSICAL JOURNAL B, 2009, 70 (04): : 535 - 541
  • [46] Impulsive Synchronization of Multilinks Delayed Coupled Complex Networks with Perturb Effects
    Li, Jun
    Li, Bing
    Xu, Yuhua
    Zhou, Wuneng
    Fang, Jian'an
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2012, 2012
  • [47] The chaotic phase synchronization in adaptively coupled-delayed complex networks
    Yu, Xiaoqian
    Ren, Quansheng
    Hou, Jianli
    Zhao, Jianye
    PHYSICS LETTERS A, 2009, 373 (14) : 1276 - 1282
  • [48] Mean Square Exponential Stability of Stochastic Delayed Static Neural Networks with Markovian Switching
    Huang, He
    ADVANCES IN NEURAL NETWORKS - ISNN 2015, 2015, 9377 : 138 - 145
  • [49] Further results on mean square exponential stability of uncertain stochastic delayed neural networks
    Yu, Jianjiang
    Zhang, Kanjian
    Fei, Shumin
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2009, 14 (04) : 1582 - 1589
  • [50] Further results on mean square exponential stability of uncertain stochastic delayed neural networks
    Wu, Yuanyuan
    Wu, Yuqiang
    2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 2830 - +
12345