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| 多层神经网络学习算法的研究 | |
| 引用本文： | 刘金 陆金桂. 多层神经网络学习算法的研究[J]. 哈尔滨工业大学学报, 1994, 26(6): 39-44 |
| 作者姓名： | 刘金 陆金桂 |
| 作者单位： | 北京航天总公司三院三部 |
| 摘 要： | 在样本的学习过程中引入了求解复杂优化问题比较有效的多级优化技术，将一个复杂的多层神经网络权值优化问题分解成多个相对简单的优化子问题，然后利用迭代的策略进行求解，并提出了一种改进的ＢＰ算法，提高了学习效率。 |
| 关 键 词： | 多层神经网络 神经网络 BP算法 |
Study on BP Algorithm Used in Multilayer Neural Networks |
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| Liu Jin, Lu Jingui, Zhou Ji, Chang Bojun. Study on BP Algorithm Used in Multilayer Neural Networks[J]. Journal of Harbin Institute of Technology, 1994, 26(6): 39-44 | |
| Authors: | Liu Jin Lu Jingui Zhou Ji Chang Bojun |
| Affiliation: | Dept of Astronautics and Mechanics |
| Abstract: | The paper makes research on the BP algorithm used in Multilayer Neural Networks Multievel optimization technique, Which is used to solve the complex cptimization problems effectively, is introduced to the problems of the trainning patterns Some optimization subproblems are built up based on the multievel optimization echnique. An improved BP algorithm is presented and it has more efficiency than the original BP algorithm. |
| Keywords: | Multilayer Neural Network BP Algorithm Artificial Neural Network |
| 本文献已被 CNKI 维普 等数据库收录！ | |