DocumentCode
2196161
Title
Numerical Method of an Orthogonal Array Optimization
Author
Sun, Feng-rong ; Zhang, Ming-qiang
Author_Institution
Sch. of Inf. Sci. & Eng., Shandong Univ., Jinan, China
fYear
2009
fDate
17-19 Oct. 2009
Firstpage
1
Lastpage
3
Abstract
The nonlinear regression analysis (RA) is widely used in signal and image processing, but the ill-conditioning problem and the convergence property of classical nonlinear RAs depend on the initial parameter estimates in a great degree. The orthogonal array optimization (OAO) is one of the approaches to get the initial estimates that are near to the optimal values. We introduced the damping idea into conventional OAO, hereby termed as the damping OAO. This paper presents the numerical method of the damping OAO. The numerical experiment results indicate the superior application performance of the damping OAO.
Keywords
damping; numerical analysis; regression analysis; damping; nonlinear regression analysis; numerical method; orthogonal array optimization; Convergence of numerical methods; Damping; Image processing; Information science; Least squares approximation; Optimization methods; Parameter estimation; Regression analysis; Signal processing; Sun;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location
Tianjin
Print_ISBN
978-1-4244-4129-7
Electronic_ISBN
978-1-4244-4131-0
Type
conf
DOI
10.1109/CISP.2009.5305600
Filename
5305600
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