New stability conditions for projection neural network with time-varying delays to solve linear variational inequalities

作者：Huang Bonan^*; Zhang Huaguang; Sun Qiuye; Wang Zhanshan

来源：ICIC Express Letters, 2013, 7(4): 1359-1364.

• Global exponential stability
• Linear matrix inequality techniques
• Linear variational inequalities
• Lyapunov-Krasovskii theory
• Projection neural network
• Stability condition
• Stability problem
• Time-varying delay

This paper is concerned with the stability problem of the projection neural network with time-varying delays to solve linear variational inequality (LVI) problems. By the Lyapunov-Krasovskii theory and the linear matrix inequality (LMI) technique, new conditions are established for the global exponential stability of the projection neural network, which are less conservative than previous results. Finally, an example is given to illustrate the effectiveness of our proposed method.

• 出版日期2013
• 单位东北大学