Even since the introduction of backpropagation in 1986, neural networks have gained considerable attention from researchers for more than two decades now. A variety of neural network models have been designed and applied successfully to solve

The main contribution of this paper is using optimal control theory for improving the convergence rate of backpropagation algorithm. In the proposed approach, the learning algorithm of backpropagation is modeled as a minimum time control prob