| 采用进化计算的BP神经网络学习算法研究 |
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| 引用本文： | 皮亦鸣,李毓生,黄顺吉.采用进化计算的BP神经网络学习算法研究[J].信号处理,2002,18(3):261-264. |
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| 作者姓名： | 皮亦鸣 李毓生 黄顺吉 |
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| 作者单位： | 电子科技大学电子工程学院,成都,610054 |
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| 摘 要： | 针对ＢＰ神经网络中存在的局部极小问题,本文提出了采用进化计算方法改进ＢＰ学习算法收敛速度的新方法,理论分析和数字仿真表明算法有很好的效果。
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| 关 键 词： | 神经网络 BP学习算法 进化计算 |
| 修稿时间： | 2001年12月14 |
Study on the Learning Algorithm of BP Neural Network Based on Evolutionary Computation |
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| Pi Yiming Fu Yusheng Huang Shunji.Study on the Learning Algorithm of BP Neural Network Based on Evolutionary Computation[J].Signal Processing,2002,18(3):261-264. |
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| Authors: | Pi Yiming Fu Yusheng Huang Shunji |
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| Abstract: | In this paper, based on evolutionary computation, an novel method of BP learning algorithm to improve the convergence rate and to solve the local minimum problem in BP neural network is proposed. It is shown that the algorithm has a fast convergence rate theoretically and empirically. |
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| Keywords: | Neural network BP learning algorithm Evolutionary Computation |
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