| 基于熵、能量函数的BP网改进算法 |
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| 引用本文： | 张杰,任毅. 基于熵、能量函数的BP网改进算法[J]. 武汉理工大学学报, 1997, 0(1) |
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| 作者姓名： | 张杰 任毅 |
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| 作者单位： | 北京研究生部 |
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| 摘 要： | 为了增强ＢＰ网隐层的归纳能力，文［１］提出了调整权重的熵方法，我们在文［２］中给出了基于能量函数的改进算法，本文把文［１］算法与文［２］算法结合在一起给出了新算法，实验证明此算法既能大大加快收敛速度，又可增强网的归纳能力。
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| 关 键 词： | BP网；能量函数；熵 |
A Modified BP Algorithm Based on Entropy Method and Improved Energy Function |
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| Zhang Jie Beijing Graduate School of WUT,Beijing ,China. Ren Yi. A Modified BP Algorithm Based on Entropy Method and Improved Energy Function[J]. Journal of Wuhan University of Technology, 1997, 0(1) |
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| Authors: | Zhang Jie Beijing Graduate School of WUT Beijing China. Ren Yi |
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| Affiliation: | Zhang Jie Beijing Graduate School of WUT,Beijing 100024,China. Ren Yi |
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| Abstract: | In order to improve BP Network's generalizing ability and convergent speed, a new algorithm based on entropy method and an improved energy function is proposed, its efficiency is proved by experiments. |
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| Keywords: | BP network energy function entropy |
| 本文献已被 CNKI 等数据库收录！ |
