Optimal Control of Discrete Bilinear System Based on the Hopfield Neural Network

Optimal control problems of bilinear system based on the quadratic performance index are converted into dynamic programming problems and are solved by Hopfield neural network(HNN).This method has a simple structure,can be easily implemented in hardware,and can rapidly give the exact optimal solution of dynamic programming.It has promising applications to real-time optimization and control in complex systems.