基于Lagrange乘子法的非线性规划神经网络

Neural Networks Based on Lagrange Multipler for Nonlinear Programming

本文针对文献[1]中非线性规划神经网络的缺点，提出一种新的非线性规划神经网络．在文中，我们分析了网络的收敛性和稳定性，并给出其电路实现．仿真结果证明了该神经网络能有效地求解非线性规划问题．

In this paper, a novel class of neural networks for nonlinear programming is presented to overcome the deficiences in [1]. The convergence and stability of these ed networks are analyzed,and the implementaion of their cirouits is discussed. Simulation demonstrates tha these neural networks can detively solvnonlinear programming problems.