Uniform design applied to nonlinear multivariate calibration by ANN

doi:10.1016/S0003-2670(98)00256-6

科研成果详情

发表状态	已发表Published
题名	Uniform design applied to nonlinear multivariate calibration by ANN
作者	Zhang, Lin 1; Liang, Yizeng 1; Jiang, Jianhui 1; Yu, Ruqing 1; Fang, Kaitai2
发表日期	1998
发表期刊	Analytica Chimica Acta
ISSN/eISSN	0003-2670
卷号	370 期号:1 页码:65-77
摘要	In this paper, a new experimental design called uniform design (UD) has been introduced as a promising candidate for experimental design in nonlinear multivariate calibration by ANN. In its application to ANN, the UD has the following merits:it is capable of producing samples with high representativeness;it imposes no strong assumption on the model; andit allows many levels for each factor.A comparative study has been made among UD, orthogonal array design (OAD) and central composite design (CCD). The results by UD in simulated and real-fluorescence systems are satisfactory. Copyright (C) 1998 Elsevier Science B.V.
关键词	Experimental design Multilayer feed forward network Nonlinear calibration Nonlinear fluorescence system Uniform design (UD)
DOI	10.1016/S0003-2670(98)00256-6
URL	查看来源
语种	英语English
Scopus入藏号	2-s2.0-0031807237
引用统计	被引频次：61[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://repository.uic.edu.cn/handle/39GCC9TT/2504
专题	个人在本单位外知识产出
通讯作者	Liang, Yizeng
作者单位	1.Coll. of Chem./Chemical Engineering, Hunan University, Changsha 410082, China 2.Department of Mathematics, Hong Kong Baptist University, Kowloon Tong, Kowloon, Hong Kong
推荐引用方式 GB/T 7714	Zhang, Lin,Liang, Yizeng,Jiang, Jianhuiet al. Uniform design applied to nonlinear multivariate calibration by ANN[J]. Analytica Chimica Acta, 1998, 370(1): 65-77.
APA	Zhang, Lin, Liang, Yizeng, Jiang, Jianhui, Yu, Ruqing, & Fang, Kaitai. (1998). Uniform design applied to nonlinear multivariate calibration by ANN. Analytica Chimica Acta, 370(1), 65-77.
MLA	Zhang, Lin,et al."Uniform design applied to nonlinear multivariate calibration by ANN". Analytica Chimica Acta 370.1(1998): 65-77.