摘要
阐述了标准RBF网的机理和算法,指出其算法上存在的不足,进而引入基于势函数算法的RBF网(简称势RBF网).通过实验论证了势RBF网不仅训练速度快,而且能克服标准RBF网的不足。
This paper proposes a novel RBF networks,PRBF networks,which is based on the potential function algorithm,while introducing the mechanism and the algorithm of general RBF networks and pointing out its some drawbacks.The experiments show that PRBF spends very short time in training,and can overcome the defects of the general RBF,and has good classification ability.