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小波神经网络结合紫外光谱用于四种维生素混合体系的同时测定

Simultaneous Determination of Four\|component B\|group Vitamins by Using Wavelet Neural Network (WNN)

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【作者】 印春生任琴李志良潘忠孝张懋森

【Author】 YIN Chun\|Sheng\ REN Qin\ LI Zhi\|Liang\+1\ PAN Zhong\|Xiao\ ZHANG Mao\|Sen (Department of Applied Chemistry,University of Science and Technology of China,Hefei\ 230026) 1(Chongqing University,Chongqing\ 400044)

【机构】 中国科学技术大学应用化学系!合肥230026重庆大学环境与化工学院!重庆400044

【摘要】 首次实现了小波神经网络多节点输出, 表明该网络在处理多组分混合物的定量分析问题上有独到的优点。运用小波神经网络对 B族维生素的混合体系进行了测定, 结果良好。

【Abstract】 A simultaneous determination of four components of B\|group vitamin, using a novel wavelet\|based neural network, wavelet neural network (WNN), combined with the correlation coefficient and standard deviation, is reported in this work. 11 representative wavelength points are selected from each original UV spectral data, based on correlation coefficients and standard deviations of the observed data. A family of subsets with a finite compact frame is built to solve the problems of high redundancy and training difficultly involved in an adaptive wavelet neural network (AWNN). The predicted results, with the fitting relation coefficient (R=0 99737) and the standard deviation (SD=0 30254), are satisfactory.

【基金】 国家自然科学基金
  • 【文献出处】 计算机与应用化学 ,COMPUTERS AND APPLIED CHEMISTRY , 编辑部邮箱 ,1999年05期
  • 【分类号】O657.32;O629.4
  • 【被引频次】5
  • 【下载频次】63
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