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BP网络的一种泛化算法
引用本文:朱邦太,杨晓宇,张自强. BP网络的一种泛化算法[J]. 河南科技大学学报(自然科学版), 1998, 0(4)
作者姓名:朱邦太  杨晓宇  张自强
作者单位:洛阳工学院(朱邦太,张自强),郑州电信局(杨晓宇)
摘    要:提出一种新的泛化BP算法,在原误差函数中增加一项新的能量函数来提高系统的鲁棒性。经过论证分析和仿真证明该算法具有较强的鲁棒性和较好的实用性。

关 键 词:神经网络  算法  鲁棒性

A Kind of BP Network General Learning Algorithm
Zhu BangtaiYang XiaoyuZhang Ziqiang. A Kind of BP Network General Learning Algorithm[J]. Journal of Henan University of Science & Technology:Natural Science, 1998, 0(4)
Authors:Zhu BangtaiYang XiaoyuZhang Ziqiang
Affiliation:Zhu BangtaiYang XiaoyuZhang Ziqiang (Luoyang Institute of Technology)(Zhengzhou Telcom Bureau)(Luoyang Institute of Technology)
Abstract:A new general learning BP algorithm is presented. By adding to a new power function in old error function, the system has stronger robustness. Analysis and simulation show that the algorithm have stronger robustness and practicality.
Keywords:Neural networks Algorithms Robustness  
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