Cluster lag synchronization of delayed heterogeneous complex dynamical networks via intermittent pinning control

被引:12
|
作者
Yang, Fan [1 ]
Li, Huaqing [1 ]
Chen, Guo [2 ]
Xia, Dawen [3 ]
Han, Qi [4 ]
机构
[1] Southwest Univ, Chongqing Key Lab Nonlinear Circuits & Intelligen, Coll Elect & Informat Engn, Chongqing 400715, Peoples R China
[2] Univ Newcastle, Sch Elect Engn & Comp Sci, Sydney, NSW 2308, Australia
[3] Guizhou Minzu Univ, Coll Data Sci & Informat Engn, Guiyang 550025, Guizhou, Peoples R China
[4] Chongqing Univ Sci & Technol, Coll Elect & Informat Engn, Chongqing 401331, Peoples R China
来源
NEURAL COMPUTING & APPLICATIONS | 2019年 / 31卷 / 11期
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Lag synchronization; Cluster synchronization; Adaptive control; Intermittent pinning control; Heterogeneous complex networks; ADAPTIVE-CONTROL; NEURAL-NETWORKS; STRATEGY; SYSTEM;
D O I
10.1007/s00521-018-3618-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates the problem of cluster lag synchronization in the heterogeneous dynamical networks by using an intermittent pinning control strategy. Previous related works mainly focused on the time-varying delays in the self-dynamics, which was not consistent with the real world. The transmission delay in the communication channels is considered in this paper. We present several criteria to guarantee cluster lag synchronization without assuming the coupling matrix being symmetric and irreducible. A decentralized adaptive intermittent pinning control scheme is employed to reduce the control cost. An effective pinned-cluster selection scheme is adopted to guide what kind of clusters should be pinned preferentially. Two simulations are proposed to verify the correctness of the theoretical results.
引用
收藏
页码:7945 / 7961
页数:17
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