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求解一类新的二次规划问题的时滞投影神经网络方法

刘德友 牛九肖

华侨大学学报(自然科学版)2013,Vol.34Issue(2):230-235,6.
华侨大学学报(自然科学版)2013,Vol.34Issue(2):230-235,6.

求解一类新的二次规划问题的时滞投影神经网络方法

A Delayed Projection Neural Network for Solving a New Quadratic Programming Problems

刘德友 1牛九肖1

作者信息

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摘要

Abstract

In this paper, we studied the stability of the optimal solution of a new quadratic programming problem which is the promotion of the convex quadratic programming. We give the sufficient condition to determine the stability of the e-quilibrium point and propose a delayed projection neural network to solve this quadratic programming. By constructing a suitable Lyapunov function, the proposed neural network is proved to be globally stable. Simulation results with some applications show the efficient of the proposed neural network.

关键词

亚正定矩阵/全局稳定/时滞投影/李雅普诺夫函数/最优解

Key words

subdefinite matrices/ globally stable/ delayed projection/ lyapunov function/ optimal solution

分类

数理科学

引用本文复制引用

刘德友,牛九肖..求解一类新的二次规划问题的时滞投影神经网络方法[J].华侨大学学报(自然科学版),2013,34(2):230-235,6.

基金项目

国家自然科学基金资助项目(71071133) (71071133)

华侨大学学报(自然科学版)

OA北大核心CSTPCD

1000-5013

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