Simultaneous approximation of polynomial functions and its derivatives by feedforward artificial neural networks with one hidden layer

In this paper we propose the algorithm for finding weights of feedforward artificial neural networks with one hidden layer to approximate polynomial functions and its derivatives with a given error. We use the rational sigmoidal function as a transfer function.