| 用聚类分析和人工神经网络解析漆器漆膜裂解色谱图 |
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| 引用本文： | 付大友,刘怀林.用聚类分析和人工神经网络解析漆器漆膜裂解色谱图[J].华东理工大学学报(自然科学版),1995,21(6):751-755. |
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| 作者姓名： | 付大友 刘怀林 |
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| 作者单位： | 华东理工大学分析测试中心 |
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| 摘 要： | 采用聚类分析法和变步长的误差反向传播人工神经网络方法，解析漆器漆膜的裂解色谱数据，获得了漆器漆膜隐含的年代信息。结果表明，本法为解析古代漆器漆膜年代信息提供了一条有效的新途径。
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| 关 键 词： | 聚类分析 裂解色谱 漆器漆膜 神经网络 |
Analyzing the Pyrolysis Gas Chromatogram of Lacquer Film on Lacquerware by the Use of Cluster Analysis and Artificial Neural Networks |
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| Fu Dayou,Liu Huailin ,He Yihua ,Yin Lonqbiao ,Din Naili and Wu Lianzhen.Analyzing the Pyrolysis Gas Chromatogram of Lacquer Film on Lacquerware by the Use of Cluster Analysis and Artificial Neural Networks[J].Journal of East China University of Science and Technology,1995,21(6):751-755. |
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| Authors: | Fu Dayou Liu Huailin He Yihua Yin Lonqbiao Din Naili and Wu Lianzhen |
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| Abstract: | The chromatograms obtained from lacquer film on lacquerware by using of py-rolysis gas chromatography were analyzed by the method of cluster analysis and error back-propagation algorithm of step change of artificial neural networks. The results obtainedproved that the method furnished an effective new way for determining the ages of the an-cient lacquer film on lacquerware. |
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| Keywords: | cluster analysis pyrolysis chromatography lacquer film on lacquerware artificial neural networks error back-propagation algorithm |
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