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用聚类分析和人工神经元网络解析漆器漆膜裂解色谱图
引用本文:付大友,何亦华,殷龙彪.用聚类分析和人工神经元网络解析漆器漆膜裂解色谱图[J].四川理工学院学报(自然科学版),1995(2).
作者姓名:付大友  何亦华  殷龙彪
作者单位:四川轻化工学院化学工程系,华东理工大学分析测试中心
摘    要:本文用裂解色谱方法,得到漆器漆膜裂解色谱数据,进一步用聚类分析方法和变步长的误差反向传播人工神经网络方法解析,能够找出漆器漆膜隐含的年代信息。结果证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。

关 键 词:漆器漆膜  裂解色谱  聚类分析  人工神经网络

AN ANALYSIS OF PYROLYSIS GAS CHROMATOGRAM OF LACQUER FILM ON LACQUERWARE USING CLUSTER ANALYSIS AND ARTIFICIAL NEURAL NETWORKS
Fu Dayou.AN ANALYSIS OF PYROLYSIS GAS CHROMATOGRAM OF LACQUER FILM ON LACQUERWARE USING CLUSTER ANALYSIS AND ARTIFICIAL NEURAL NETWORKS[J].Journal of Sichuan University of Science & Engineering:Natural Science Editton,1995(2).
Authors:Fu Dayou
Abstract:The pyrolysis gas chromatograms obtained from lacquer film on lacquerware are analyzed by cluster analysis and error back-propagation algorithm of step change of artificial neural networks and found hidden age message of lacquer film on lacquerware.The result proves that an effective and new way for gaining age message of ancient lacquer film on lacquerware is furnished by the method.
Keywords:lacquer film on lacquerwarer pyrolysis chromatography  cluster analysis  artificial neural networks
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