Abstract: This paper presents a novel method of solving system optimization problem using neural network,and then,obtains a neural network algorithm for dynamic integrated system optimization and parameter estimation (DISOPE). The algorithm can approach to the optimal solution by solving the parameter estimation problem and modifying the neural network respectively. It can be applicable for on-line optimizing and control.