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
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;
Conference_Titel :
Solid State Device Research Conference, 1995. ESSDERC '95. Proceedings of the 25th European
Conference_Location :
The Hague, The Netherlands