Abstract: This paper presented a new kind of functional network model which is based on orthogonal functions, a learning algorithm of orthogonal functional network was proposed, the learning of function parameters uses orthogonal function characteristic and Lagrang

Key words: Orthogonal function, Lagrange multipliers, Orthogonal functional networks, Learning algorithm, Function approximate