Robust synchronization of uncertain chaotic neural networks with randomly occurring uncertainties and non-fragile output coupling delayed feedback controllers

被引：0
作者：
V. Vembarasan
P. Balasubramaniam
Chee Seng Chan
机构：
[1] Gandhigram Rural Institute - Deemed University,Department of Mathematics
[2] University of Malaya,Faculty of Computer Science and Information Technology, Centre of Image and Signal Processing
来源：
Nonlinear Dynamics | 2014年 / 78卷
关键词：
Chaos synchronization; Linear matrix inequalities; Lyapunov–Krasovskii functional; Neural networks; Non-fragile controllers; Randomly occurring uncertainties;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
This paper deals with the synchronization control problem for the uncertain chaotic neural networks with randomly occurring uncertainties and randomly occurring control gain fluctuations. By introducing an improved Lyapunov–Krasovskii functional and employing reciprocally convex approach, a delay-dependent non-fragile output feedback controller is designed to achieve synchronization with the help of a drive–response system and the linear matrix inequality approach. Finally, numerical results and its simulations are given to show the effectiveness of the derived results.
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页码：2031 / 2047
页数：16
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  • [31] Lü L(2013)A review on analysis and synthesis of nonlinear stochastic systems with randomly occurring incomplete information BioSystems 111 51-996
  • [32] Li Y(2008)Robust synchronisation of chaotic systems with randomly occurring uncertainties via stochastic sampled-data control Phys. A 387 982-3019
  • [33] Fan X(2008)Design of state estimator for genetic regulatory networks with time-varying delays and randomly occurring uncertainties Neurocomputing 71 3005-1018
  • [34] Lü N(2006)Synchronization control of recurrent neural networks with distributed delays Chaos Solitons Fractals 27 1011-260
  • [35] Chen C-K(2007)Exponential synchronization of chaotic neural networks with mixed delays Phys. A 373 252-653
  • [36] Yan J-J(2010)Guaranteed cost control of time-delay chaotic systems Math. Comput. Modelling 52 643-1280
  • [37] Liao T-L(2010)Synchronization control of stochastic delayed neural networks J. Franklin Inst. 347 1266-691
  • [38] Martinez-Guerra R(2012)Exponential synchronization of chaotic neural networks with mixed delays and impulsive effects via output coupling with delay feedback Nonlinear Dyn. 70 677-1537
  • [39] Yu W(2007)Synchronization of stochastic perturbed chaotic neural networks with mixed delays Chaos Solitons Fractals 32 1530-2610
  • [40] Arenas A(2010)Synchronization of recurrent neural networks with mixed time-delays via output coupling with delayed feedback Nonlinear Anal. 73 2603-566
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