| 具有leakage时滞的随机T-S模糊神经网络的稳定性 |
| |
| 引用本文： | 李哲,徐瑞. 具有leakage时滞的随机T-S模糊神经网络的稳定性[J]. 北华大学学报(自然科学版), 2012, 13(3): 259-266 |
| |
| 作者姓名： | 李哲 徐瑞 |
| |
| 作者单位： | 军械工程学院基础部,河北石家庄,050003;军械工程学院基础部,河北石家庄,050003 |
| |
| 摘 要： | 研究了一类具有leakage时滞的随机T-S模糊神经网络的稳定性,通过构造一个新的Lyapunov-Krasovskii泛函,并应用It公式、随机不等式技术,得到了基于线性矩阵不等式(LMI)的均方意义下的全局稳定性判定条件.
|
| 关 键 词： | leakage时滞 T-S模糊 随机神经网络 稳定性 |
Stability of Stochastic T-S Fuzzy Neural Networks with Time Delays in the Leakage Terms |
| |
| LI Zhe,XU Rui. Stability of Stochastic T-S Fuzzy Neural Networks with Time Delays in the Leakage Terms[J]. Journal of Beihua University(Natural Science), 2012, 13(3): 259-266 |
| |
| Authors: | LI Zhe XU Rui |
| |
| Affiliation: | (Department of Basic Courses,Ordnance Engineering College,Shijiazhuang 050003,China) |
| |
| Abstract: | The stability of a class of stochastic T-S fuzzy neural networks with time delays in the leakage terms is investigated.By using the Lyapunov-Krasovskii functional and linear matrix inequality(LMI) approach,sufficient conditions are derived to ensure the global asymptotic stability in mean square for an equilibrium point of the neural networks. |
| |
| Keywords: | leakage delay T-S fuzzy stochastic neural network stability |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
