| 用JAVA实现BP算法 |
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| 引用本文： | 王冰山,王志辉. 用JAVA实现BP算法[J]. 宁波职业技术学院学报, 2005, 9(5): 64-65,68 |
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| 作者姓名： | 王冰山 王志辉 |
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| 作者单位： | 武汉理工大学机电工程学院,湖北,武汉,430070 |
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| 摘 要： | 人工神经网络理论是20世纪80年代在国际上发展起来的一个前沿研究领域.BP是对非线性可微分函数进行权值训练的多层前向网络.它在控制行业中的应用很有效果.通过JAVA语言实现BP算法,并通过实例说明BP算法的特点,且提出改进方向.
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| 关 键 词： | 人工神经网络 BP算法 JAVA 学习步长 |
| 文章编号： | 1671-2153（2005）05-0064-02 |
| 收稿时间： | 2005-07-21 |
| 修稿时间： | 2005-07-21 |
Implement BP method with JAVA |
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| WANG Bing-shan,WANG Zhi-hui. Implement BP method with JAVA[J]. Journal of Ningbo Polytechnic, 2005, 9(5): 64-65,68 |
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| Authors: | WANG Bing-shan WANG Zhi-hui |
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| Affiliation: | School of Mechantronic Engineering of Wuhan University of Technology, Wuhan 430070. China |
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| Abstract: | Theory on artificial neural network is a internationally developing study-region since 20 century 80s.BP is a forward broadcasting multiply- layer- network that trains the weight of the differentiable nonlinear functions. Its application in controlling-industry is effective. The article actualizes BP method with JAVA and illustrates the features of BP with an example. It also points the mending direction. |
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| Keywords: | artificial neural network BP method JAVA studying step |
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