| 自平衡人工神经网络算法及其在硅钢生产优化中的应用 |
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| 引用本文： | 胡雪萍,刘洪霖.自平衡人工神经网络算法及其在硅钢生产优化中的应用[J].冶金自动化,1996,20(1):38-40. |
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| 作者姓名： | 胡雪萍 刘洪霖 |
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| 作者单位： | 中国科学院上海冶金所，安阳钢铁公司 |
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| 摘 要： | 分析了人工神经网络模型与预报误差的关系，为避免过拟合或拟合不足，提出新标准以判断网络的总体结构，并将此方法应用于实际硅钢生产中，取得了积极的效果。
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| 关 键 词： | 神经网络 反向传播算法 硅钢 优化 退火 |
Self-Balancing ANN algorithm and its application to optimization of silicon steel process |
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| Hu Xueping ,Liu Honglin, Chen Nianyi.Self-Balancing ANN algorithm and its application to optimization of silicon steel process[J].Metallurgical Industry Automation,1996,20(1):38-40. |
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| Authors: | Hu Xueping Liu Honglin Chen Nianyi |
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| Abstract: | he relation between ANN(Artificial Neural Network)algorithm and its prediction error is researched. To avoid the overfitting or under-fitting. a new criterion is suggested to comment on the structure of the network.This method has been applied to industrial processes and interesting results are obtained. |
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| Keywords: | ANN-BP algorithm silicon steel optimization |
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