Uniform design applied to nonlinear multivariate calibration by ANN

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

Details of Research Outputs

Status	已发表Published
Title	Uniform design applied to nonlinear multivariate calibration by ANN
Creator	Zhang, Lin 1; Liang, Yizeng 1; Jiang, Jianhui 1; Yu, Ruqing 1; Fang, Kaitai2
Date Issued	1998
Source Publication	Analytica Chimica Acta
ISSN	0003-2670
Volume	370 Issue:1 Pages:65-77
Abstract	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.
Keyword	Experimental design Multilayer feed forward network Nonlinear calibration Nonlinear fluorescence system Uniform design (UD)
DOI	10.1016/S0003-2670(98)00256-6
URL	View source
Language	英语English
Scopus ID	2-s2.0-0031807237
Citation statistics	Cited Times:61[WOS] [WOS Record] [Related Records in WOS]
Document Type	Journal article
Identifier	http://repository.uic.edu.cn/handle/39GCC9TT/2504
Collection	Research outside affiliated institution
Corresponding Author	Liang, Yizeng
Affiliation	1.Coll. of Chem./Chemical Engineering, Hunan University, Changsha 410082, China 2.Department of Mathematics, Hong Kong Baptist University, Kowloon Tong, Kowloon, Hong Kong
Recommended Citation 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.

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