On robust stability for uncertain neural networks with interval time-varying delays

被引：60
|
作者：
Kwon, O. M. [1 ]
Park, J. H. [2 ]
Lee, S. M. [3 ]
机构：
[1] Chungbuk Natl Univ, Sch Elect & Comp Engn, Cheongju 361763, South Korea
[2] Yeungnam Univ, Dept Elect Engn, Kyongsan 712749, South Korea
[3] KT CO Ltd, BcN Business Unit, Platform Verificat Div, Taejon 305811, South Korea
来源：
IET CONTROL THEORY AND APPLICATIONS | 2008年 / 2卷 / 07期
关键词：
D O I：
10.1049/iet-cta:20070325
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The problem of robust stability of uncertain cellular neural networks with interval time-varying delays is considered. On the basis of the Lyapunov function method and convex optimisation approach, a new delay-dependent stability criterion for the system is derived in terms of linear matrix inequality using a novel mathematical inequality and stability analysis method. Four numerical examples are included to show the effectiveness of the results.
引用
收藏
页码：625 / 634
页数：10
相关论文
共 50 条
  • [1] New robust stability criteria for uncertain neural networks with interval time-varying delays
    Qiu, Jiqing
    Yang, Hongjiu
    Zhang, Jinhui
    Gao, Zhifeng
    [J]. CHAOS SOLITONS & FRACTALS, 2009, 39 (02) : 579 - 585
  • [2] On robust stability of uncertain stochastic neural networks with distributed and interval time-varying delays
    Feng, Wei
    Yang, Simon X.
    Wu, Haixia
    [J]. CHAOS SOLITONS & FRACTALS, 2009, 42 (04) : 2095 - 2104
  • [3] Robust Stability of Uncertain Neural Networks with Time-Varying Delays
    Feng, Wei
    Wu, Haixia
    Zhang, Wei
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT I, PROCEEDINGS, 2008, 5263 : 338 - +
  • [4] Robust stability of uncertain cellular neural networks with time-varying delays
    Su, Lianqing
    Gao, Zhifeng
    Qiu, Jiqing
    Shi, Peng
    [J]. SNPD 2007: EIGHTH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING, AND PARALLEL/DISTRIBUTED COMPUTING, VOL 3, PROCEEDINGS, 2007, : 423 - +
  • [5] Robust stability for uncertain genetic regulatory networks with interval time-varying delays
    Wu, Haixia
    Liao, Xiaofeng
    Feng, Wei
    Guo, Songtao
    Zhang, Wei
    [J]. INFORMATION SCIENCES, 2010, 180 (18) : 3532 - 3545
  • [6] New stability criteria for uncertain neural networks with interval time-varying delays
    Haixia Wu
    Wei Feng
    Xinyuan Liang
    [J]. Cognitive Neurodynamics, 2008, 2 : 363 - 370
  • [7] Exponential stability analysis for uncertain neural networks with interval time-varying delays
    Kwon, O. M.
    Park, Ju H.
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2009, 212 (02) : 530 - 541
  • [8] New stability criteria for uncertain neural networks with interval time-varying delays
    Wu, Haixia
    Feng, Wei
    Liang, Xinyuan
    [J]. COGNITIVE NEURODYNAMICS, 2008, 2 (04) : 363 - 370
  • [9] Robust stability results for uncertain stochastic neural networks with discrete interval and distributed time-varying delays
    Rakkiyappan, R.
    Balasubramaniam, R.
    Lakshmanan, S.
    [J]. PHYSICS LETTERS A, 2008, 372 (32) : 5290 - 5298
  • [10] Comments on "Exponential stability analysis for uncertain neural networks with interval time varying delays" and "New delay-dependent robust stability criterion for uncertain neural networks with time-varying delays"
    Zheng, Cheng-De
    Zhang, Huaguang
    Wang, Zhanshan
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2009, 214 (02) : 648 - 648
12345