| BP神经网络的模型优化研究及应用 |
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| 引用本文： | 黄光明.BP神经网络的模型优化研究及应用[J].河池学院学报,2008,28(5). |
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| 作者姓名： | 黄光明 |
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| 作者单位： | 柳州职业技术学院,信息工程系,广西,柳州,545006 |
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| 摘 要： | 随着神经网络在数据分析、预测及生产控制中的应用,神经网络的优化学习成为研究的一个重要课题.通过探讨BP神经网络模型的建立过程,针对BP神经网络的模型优化问题进行了详细研究.并通过对银行客户分类的仿真实验证明,优化模型能够有效地提高BP神经网络的收敛速度及预测精度.
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| 关 键 词： | BP神经网络 遗传算法 模型优化 |
Research and Application of BP Neural Network Model Optimization |
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| HUANG Guang-ming.Research and Application of BP Neural Network Model Optimization[J].Journal of Hechi University,2008,28(5). |
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| Authors: | HUANG Guang-ming |
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| Institution: | HUANG Guang-ming(Department of Information Technology Engineering,LiuzhouVocational , Technical College,Liuzhou,Guangxi 545006,China) |
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| Abstract: | With the application of neural network in data analysis,forecast and production control,the optimization of neural network has become an important research topic.This paper discusses the establishment process of BP neural network model and studies its model optimization in detail.Simulation results of bank customer classification indicate that optimized model can effectively improve convergence rate and forecast precision of BP neural network |
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| Keywords: | BP neural network genetic algorithm model optimization |
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