Cluster Synchronization of Two-Layer Networks via Aperiodically Intermittent Pinning Control

被引:33
作者
Li, Weiying [1 ]
Zhou, Jin [1 ]
Li, Jinqiang [1 ]
Xie, Tao [2 ]
Lu, Jun-An [1 ]
机构
[1] Wuhan Univ, Sch Math & Stat, Wuhan 430072, Peoples R China
[2] Hubei Normal Univ, Coll Math & Stat, Huangshi 435002, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
Synchronization; Complex networks; Delays; Couplings; Artificial intelligence; Circuits and systems; Numerical models; Complex network; multiplex network; multi-link; synchronization; control;
D O I
10.1109/TCSII.2020.3027592
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As is well known, complex networks in reality are usually interconnected. To describe the interconnected networks, multiplex networks were presented recently. In this brief, an aperiodically intermittent pinning control scheme is put forward to realize cluster exponential synchronization in a two-layer (leader-follower) network with multi-links and time-varying delays. Based on the principle of intermittent control and Lasalle invariant principle, some criteria for cluster synchronization are deduced by theoretical analysis. Numerical simulations are provided to verify the effectiveness of the proposed scheme. In comparison with the previous methods, our model better describes the real-world networks and our control effectively reduces the control cost.
引用
收藏
页码:1338 / 1342
页数:5
相关论文
共 18 条
  • [1] Dynamical approximation by recurrent neural networks
    Garzon, M
    Botelho, F
    [J]. NEUROCOMPUTING, 1999, 29 (1-3) : 25 - 46
  • [2] Exponential lag synchronization for neural networks with mixed delays via periodically intermittent control
    Hu, Cheng
    Yu, Juan
    Jiang, Haijun
    Teng, Zhidong
    [J]. CHAOS, 2010, 20 (02)
  • [3] Pinning adaptive synchronization of complex dynamical network with multi-links
    Hu, Qiyang
    Peng, Haipeng
    Wang, Yunge
    Hu, Zhirui
    Yang, Yixian
    [J]. NONLINEAR DYNAMICS, 2012, 69 (04) : 1813 - 1824
  • [4] Stabilization of nonlinear systems via periodically intermittent control
    Li, Chuandong
    Feng, Gang
    Liao, Xiaofeng
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2007, 54 (11) : 1019 - 1023
  • [5] Synchronizability of Duplex Networks
    Li, Yang
    Wu, Xiaoqun
    Lu, Jun-an
    Lu, Jinhu
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2016, 63 (02) : 206 - 210
  • [6] Liu XW, 2014, 2014 2ND INTERNATIONAL CONFERENCE ON SYSTEMS AND INFORMATICS (ICSAI), P33, DOI 10.1109/ICSAI.2014.7009255
  • [7] Synchronization of Nonlinear Coupled Networks via Aperiodically Intermittent Pinning Control
    Liu, Xiwei
    Chen, Tianping
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 26 (01) : 113 - 126
  • [8] The structure and function of complex networks
    Newman, MEJ
    [J]. SIAM REVIEW, 2003, 45 (02) : 167 - 256
  • [9] Synergistic Effects in Networked Epidemic Spreading Dynamics
    Ogura, Masaki
    Mei, Wenjie
    Sugimoto, Kenji
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2020, 67 (03) : 496 - 500
  • [10] Exploring complex networks
    Strogatz, SH
    [J]. NATURE, 2001, 410 (6825) : 268 - 276