Adaptive synchronization of T-S fuzzy complex networks with time-varying delays via the pinning control method

被引：0
作者：
Xiru Wu
Yaonan Wang
Xuanju Dang
Lihong Huang
机构：
[1] Guilin University of Electronic Technology,College of Electronic Engineering and Automation
[2] Hunan University,College of Electric and Information Technology
[3] Hunan Women’s University,undefined
来源：
Nonlinear Dynamics | 2013年 / 74卷
关键词：
T-S fuzzy complex networks; Synchronization; Pinning control; Time-varying delays; LMIs;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this paper, the synchronization of Takagi–Sugeno (T-S) fuzzy complex networks with time-varying delays and adaptive coupling weights is studied. Using the pinning control and adaptive feedback strategy, a new general class of complex networks with fuzzy logic is proposed and its synchronization is investigated in terms of linear matrix inequalities (LMIs). The adaptive update law of coupling weight is only related to the dynamical behaviors of directly connected nodes. Based on the Lyapunov stability theory, it is proven that the synchronization of the addressed network can be achieved under those control strategies. Finally, two numerical examples are given to verify the effectiveness of our theoretical results.
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页码：143 / 152
页数：9
相关论文
共 93 条
[1]  
Lu J.(2008)Adaptive synchronization of uncertain dynamical networks with delayed coupling Nonlinear Dyn. 53 107-115
[2]  
Cao J.(2012)Adaptive projective synchronization of dynamical networks with distributed time delays Nonlinear Dyn. 67 1729-1736
[3]  
Rao P.(2012)Projective and lag synchronization between general complex networks via impulsive control Nonlinear Dyn. 67 2519-2525
[4]  
Wu Z.(2009)Synchronization of complex delayed dynamical networks with nonlinearly coupled nodes Chaos Solitons Fractals 40 1506-1519
[5]  
Liu M.(2012)Synchronization of a complex dynamical network with coupling time-varying delays via sampled-data control Appl. Math. Comput. 219 1354-1366
[6]  
Zhang Q.J.(2012)Adaptive lag synchronization for uncertain complex dynamical network with delayed coupling Appl. Math. Comput. 218 4872-4880
[7]  
Zhao J.C.(2012)Synchronization control for nonlinear stochastic dynamical networks: pinning impulsive strategy IEEE Trans. Neural Netw. Learning Syst. 23 285-292
[8]  
Liu T.(2012)Adaptive-impulsive projective synchronization of drive-response delayed complex dynamical networks with time-varying coupling Nonlinear Dyn. 67 2621-2630
[9]  
Zhao J.(2010)Global synchronization for discrete-time stochastic complex networks with randomly occurred nonlinearities and mixed time delays IEEE Trans. Neural Netw. 21 11-25
[10]  
Hill D.J.(2009)New synchronization stability of complex networks with an interval time-varying coupling delay IEEE Trans. Circuits Syst. II, Express Briefs 56 499-503
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