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神经网络BP算法的一种改进
An Improvement in the BP Algorithm
【摘要】 提出了一种改进算法,对原来的误差函数做了很小的改动。改进算法既保持了原BP算法的优点。又可以有效地避免假饱和,使学习过程可以较快地完成,取得了满意的结果,本文推导了改进后的算法,并结合实例对算法的效果进行了讨论.
【Abstract】 This paper presents an improvement in the Back Propagation(BP)algorithm.The new algorithm retains the best part of the old algorithm yet avoids fault saturation although it changes a small part of the error function.With these changes the study process can be completed quickly and with good results.This paper derives the impoved algorithm and discusses it using practical examples.
【关键词】 神经网络;
BP算法;
人工智能;
【Key words】 neuron net; Back Propagation(BP) algorithm; artifical intelligence;
【Key words】 neuron net; Back Propagation(BP) algorithm; artifical intelligence;
- 【文献出处】 北京工业大学学报 ,JOURNAL OF BEIJING POLYTECHNIC UNIVERSITY , 编辑部邮箱 ,1995年01期
- 【分类号】TP18
- 【被引频次】20
- 【下载频次】281