• DocumentCode
    513740
  • Title

    New Optimization Strategy Combining Response Surface Model and Levenberg-Marquardt Methodes for Various Optimization Purposes

  • Author

    Huizing, H.G.A. ; Cartuyvels, R. ; Dupas, L. ; Crans, W.

  • Author_Institution
    ECTM/DIMES Delft University of Technology, Feldmannweg 17, P.O. Box 5053, 2600 GB Delft, The Netherlands
  • fYear
    1995
  • fDate
    25-27 Sept. 1995
  • Firstpage
    79
  • Lastpage
    82
  • Abstract
    In this article we propose to use a combination of two optimization strategies, the Response Surface Model (RSM) method and the Levenberg-Marquardt (LM) method, for various optimization purposes in IC-technology. It is argued that both optimization techniques can be used complementary, combining the strenghts of both techniques while avoiding their weaknesses. As an illustration we apply this strategy to the calibration of a compact model for a lateral DMOST. We also show a CMOS TCAD example optimized with this strategy.
  • Keywords
    Algorithm design and analysis; Analytical models; Calibration; Humans; Least squares methods; Optimization methods; Response surface methodology; Semiconductor device modeling; Surface fitting; US Department of Energy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Solid State Device Research Conference, 1995. ESSDERC '95. Proceedings of the 25th European
  • Conference_Location
    The Hague, The Netherlands
  • Print_ISBN
    286332182X
  • Type

    conf

  • Filename
    5436011