A Novel Lagrange Nonlinear Programming Neural Network

摘要

By modifying the Lagrange multipliers, both equality and inequality constraints can be treated identically. Based on this idea, a novel Lagrange Nonlinear Programming Neural Network is constructed, and the stability of the neural network is analyzed rigorously. Simulations verify the theoretical result.