Neural inverse optimal pinning control for synchronization of complex networks with nonidentical chaotic nodes

被引：0
|
作者：
Vega, Carlos J. [1 ]
Sanchez, Edgar N. [1 ]
机构：
[1] CINVESTAV IPN, Elect Engn Dept, Guadalajara, Jalisco, Mexico
来源：
2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) | 2018年
关键词：
Complex chaotic network; neural network; pinning control; optimal control; synchronization; IDENTIFICATION;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, a novel control approach for synchronization on uncertain complex dynamical networks with nonidentical nodes is presented using a local adaptive strategy; a recurrent high order neural network is used to identify the unknown system dynamics, and for synchronization an inverse optimal controller is applied. The proposed controller effectiveness is illustrated via simulations. The illustrative example is composed by a network of six different chaotic nodes.
引用
下载
收藏
页码：538 / 542
页数：5
相关论文
共 50 条
  • [31] Stochastic Synchronization of Complex Networks With Nonidentical Nodes Via Hybrid Adaptive and Impulsive Control
    Yang, Xinsong
    Cao, Jinde
    Lu, Jianquan
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2012, 59 (02) : 371 - 384
  • [32] Synchronization in complex networks with distinct chaotic nodes
    Solis-Perales, G.
    Ruiz-Velazquez, E.
    Valle-Rodriguez, D.
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2009, 14 (06) : 2528 - 2535
  • [33] Chaotic Synchronization for a General Complex Networks with Coupling Delay Based on Pinning Control
    Gong Dawei
    Zhang Huaguang
    Wang Zhanshan
    Sun Ning
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 2711 - 2715
  • [34] Practical synchronization on complex dynamical networks via optimal pinning control
    Li, Kezan
    Sun, Weigang
    Small, Michael
    Fu, Xinchu
    PHYSICAL REVIEW E, 2015, 92 (01):
  • [35] Synchronization of Nonidentical Chaotic Neural Networks with Time-Varying Delays
    Song, Qiankun
    ADVANCES IN NEURAL NETWORKS - ISNN 2011, PT I, 2011, 6675 : 213 - 221
  • [36] Cluster Synchronization for Linearly Coupled Complex Networks with Identical and Nonidentical Nodes
    Zhao, Yi
    Feng, Jianwen
    Wang, Jingyi
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2012, 2012
  • [37] Trajectory Tracking on Complex Networks Via Inverse Optimal Pinning Control
    Vega, Carlos J.
    Suarez, Oscar J.
    Sanchez, Edgar N.
    Chen, Guanrong
    Elvira-Ceja, Santiago
    Rodriguez-Castellanos, David
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 64 (02) : 767 - 774
  • [38] Synchronization of complex community networks with nonidentical nodes and adaptive coupling strength
    Hu, Cheng
    Yu, Juan
    Jiang, Haijun
    Teng, Zhidong
    PHYSICS LETTERS A, 2011, 375 (05) : 873 - 879
  • [39] Finite-time synchronization of complex networks with nonidentical discontinuous nodes
    Yang, Xinsong
    Wu, Zhiyou
    Cao, Jinde
    NONLINEAR DYNAMICS, 2013, 73 (04) : 2313 - 2327
  • [40] Cluster Anti-Synchronization of Complex Networks with Nonidentical Dynamical Nodes
    Wang, Shuguo
    He, Chunyuan
    Yao, Hongxing
    JOURNAL OF APPLIED MATHEMATICS, 2012,
12345