陕西师范大学学报：自然科学版2012，Vol.40Issue(6)：11-15,21,6.
解线性变分不等式的一种时滞神经网络的稳定性分析
Stability analysis for a delayed neural network to linear variational inequalities
摘要
Abstract
A delayed projection neural network for the linear variational inequality is considered. Based on the theory of functional differential equations and linear matrix inequality (LMI) method, the existence and uniqueness of the solution of the model is proved and a delay- dependent criteria for globally exponential stability of this network is presented by constructing appropriate Liapunov functionals. Meanwhile, the global asymptotic stability of this network with free delay are also shown under mild conditions. Finally, the performance of the model and the obtained results are illustrated by some numerical examples.关键词
线性变分不等式/时滞投影神经网络/全局指数稳定性Key words
linear variational inequality/delayed projection neural network/globallyexponential stability分类
数理科学引用本文复制引用
陈丰盈,高兴宝..解线性变分不等式的一种时滞神经网络的稳定性分析[J].陕西师范大学学报：自然科学版,2012,40(6):11-15,21,6.基金项目
基金项目：国家自然科学基金资助项目（61273311 （）
60671063）. （）
