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
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