To improve generalization and training speed of the BP network, the back-propagation algorithm is improved by Bayesian regularization (BR) theory and Levenberg-Marquardt (LM) algorithm in this paper.

• 为了提高所用网络的泛化能力和训练速度，采用了贝叶斯正则化规则和LM算法训练该网络。