Neural Network Based Nonlinear Model Predictive Control

A nonlinear predictive control framework is presented, in which nonlinear plant are modeled using neural networks. The predictive control law is derived by a new stochastic search optimization algorithm. A simulation example is taken to demonstrate the proposed approach.