Bartlett’s [1]theory on the generalization performance of feedforwardneural networks states for feedforward neural networksreaching smaller training error, the smaller the norm ofweights is, the better generalization performance thenetworks tend to have. Therefore, the proposed learningalgorithm tends to have good generalization performancefor feedforward neural networks.