• 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