| 不确定区间时滞Markov跳变BAM神经网络的鲁棒指数稳定性 |
| |
| 引用本文： | 邢军,殷丽文,焦明华.不确定区间时滞Markov跳变BAM神经网络的鲁棒指数稳定性[J].鞍山科技大学学报,2010,33(2):113-120. |
| |
| 作者姓名： | 邢军 殷丽文 焦明华 |
| |
| 作者单位： | [1]辽宁科技大学理学院,辽宁鞍山114051 [2]吉林石化公司乙烯厂,吉林吉林132022 [3]山东济宁模具厂,山东济宁272400 |
| |
| 摘 要： | 讨论了具有不确定区间时滞的BAM神经网络的鲁棒均方指数稳定性问题。通过构造适当的Lya-punov-Krasovskii泛函,利用一些新的定界技术,以线性矩阵不等式形式给出了Markov跳变BAM神经网络的时滞且区间相关的全局鲁棒指数稳定性判据,该判据利用Matlab的LMI工具很容易进行检验。给出数值示例,说明了判据的有效性与优越性。
|
| 关 键 词： | 鲁棒指数稳定 双向联想记忆神经网络 线性矩阵不等式 时滞区间相关 |
Robust exponential stability for uncertain BAM neural networks with Markovian jump parameters and interval-time-varying delays |
| |
| XING Jun,YIN Li-wen,JIAO Ming-hua.Robust exponential stability for uncertain BAM neural networks with Markovian jump parameters and interval-time-varying delays[J].Journal of Anshan University of Science and Technology,2010,33(2):113-120. |
| |
| Authors: | XING Jun YIN Li-wen JIAO Ming-hua |
| |
| Institution: | XING Jun1,YIN Li-wen2,JIAO Ming-hua3(1.School of Science,University of Science and Technology Liaoning,Anshan 114051,China,2.Jinlin Petrochemical Company Ethylene Plant,Jilin 132022,3.Jining Mold Factory,Jinning 272400,China) |
| |
| Abstract: | The problem of robust exponential stability in the mean square for uncertain bidirectional associative memory(BAM) neural networks with Markovian jump parameters and time-varying delays is investigated.The time-varying delay is assumed to belong to an interval.By defining an appropriate Lyapunov-Krasovskii functional(LKF) and using some new bounding techniques,some delay-range-dependent stabilitycriteria are presented in terms of linear matrix inequalities(LMIs),which can be solved efficiently by using exis... |
| |
| Keywords: | Robust exponential stability BAM neural networks LMI delay-range-dependent |
| 本文献已被 CNKI 维普 等数据库收录！ |
|
