The optimal control synchronization of complex dynamical networks with time-varying delay using PSO

被引：23
|
作者：
Chang, Qi [2 ]
Yang, Yongqing [1 ,2 ]
Sui, Xin [2 ]
Shi, Zhicheng [1 ]
机构：
[1] Jiangnan Univ, Wuxi Engn Res Ctr Biocomp, Sch Sci, Wuxi 214122, Peoples R China
[2] Jiangnan Univ, Sch IoT Engn, Wuxi 214122, Peoples R China
来源：
NEUROCOMPUTING | 2019年 / 333卷
关键词：
Exponential synchronization; Complex dynamical networks; Event-triggered control; Optimal control; PSO algorithm; LINEAR MULTIAGENT SYSTEMS; EVENT-TRIGGERED CONTROL; EXPONENTIAL SYNCHRONIZATION; NEURAL-NETWORKS; SWITCHING TOPOLOGIES; CONSENSUS; ARRAY; OPTIMIZATION; STRATEGY; DESIGN;
D O I：
10.1016/j.neucom.2018.12.020
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper mainly deals with the exponential synchronization of complex dynamical networks with a time-varying delay. Based on the event-triggered control, some sufficient conditions for exponential synchronization of complex dynamical networks can be achieved by using the Lyapunov function method, along with the Linear Matrix Inequality (LMI) and matrix analysis. The Zeno-behavior is excluded for the designed event-trigger controller. The optimal control parameters satisfying a minimal integral square error (ISE) index and control energy can be computed by using the particle swarm optimization (PSO) algorithm. A numerical example is given to demonstrate the effectiveness and applicability of the proposed approach. (C) 2018 Published by Elsevier B.V.
引用
收藏
页码：1 / 10
页数：10
相关论文
共 50 条
  • [41] Stochastic synchronization for complex dynamical networks with time-varying couplings
    Xiuqing Hao
    Junmin Li
    Nonlinear Dynamics, 2015, 80 : 1357 - 1363
  • [42] HYBRID DELAY FEEDBACK CONTROL FOR MIXED H∞/PASSIVE SYNCHRONIZATION OF COMPLEX DYNAMICAL NETWORKS WITH TIME-VARYING AND MIXED COUPLING DELAY
    Hongsri, Arthit
    Botmart, Thongchai
    Weera, Wajaree
    Yotha, Narongsak
    THAI JOURNAL OF MATHEMATICS, 2020, 18 (01): : 518 - 538
  • [43] Adaptive pinning impulsive synchronization of dynamical networks with time-varying delay
    Xiaoli Gong
    Zhaoyan Wu
    Advances in Difference Equations, 2015
  • [44] Adaptive pinning impulsive synchronization of dynamical networks with time-varying delay
    Gong, Xiaoli
    Wu, Zhaoyan
    ADVANCES IN DIFFERENCE EQUATIONS, 2015,
  • [45] Adaptive synchronization of stochastic time-varying delay dynamical networks with complex-variable systems
    Yuhua Xu
    Wuneng Zhou
    Jian’an Fang
    Wen Sun
    Lin Pan
    Nonlinear Dynamics, 2015, 81 : 1717 - 1726
  • [46] Adaptive Synchronization of Unknown Complex Dynamical Networks with Derivative and Distributed Time-Varying Delay Couplings
    Yuan, Xinxin
    Li, Junmin
    Li, Jinsha
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2018, 20 (04) : 1088 - 1097
  • [47] Adaptive synchronization of stochastic time-varying delay dynamical networks with complex-variable systems
    Xu, Yuhua
    Zhou, Wuneng
    Fang, Jian'an
    Sun, Wen
    Pan, Lin
    NONLINEAR DYNAMICS, 2015, 81 (04) : 1717 - 1726
  • [48] Adaptive Synchronization of Unknown Complex Dynamical Networks with Derivative and Distributed Time-Varying Delay Couplings
    Xinxin Yuan
    Junmin Li
    Jinsha Li
    International Journal of Fuzzy Systems, 2018, 20 : 1088 - 1097
  • [49] Generalized Synchronization between Two Complex Dynamical Networks with Time-Varying Delay and Nonlinear Coupling
    Bian, Qiuxiang
    Yao, Hongxing
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2011, 2011
  • [50] Static output feedback synchronization for Markov jump complex dynamical networks with time-varying delay
    Su, Lei
    Fan, Cheng
    JOURNAL OF THE FRANKLIN INSTITUTE, 2024, 361 (05)
12345