Title :
A fast FEM-based field optimization using analytically calculated gradients
Author :
Harscher, P. ; Amari, S. ; Vahldieck, R.
Author_Institution :
Swiss Fed. Inst. of Technol., Zurich, Switzerland
Abstract :
This paper describes an efficient gradient-based optimization algorithm for the FEM. In contrast to the standard approach, which uses a finite difference calculation to find the gradient of a cost function, the gradient is calculated analytically. Hence only a single FEM analysis is required and no mesh re-adjustment is necessary. This saves not only computer memory but reduces computer time significantly. The analytically calculated gradient is exact and singularities (like in the finite difference technique) do not occur. To illustrate the approach a simple H-plane filter is used heading
Keywords :
electromagnetic field theory; finite element analysis; gradient methods; optimisation; waveguide filters; H-plane waveguide filter; electromagnetic field; finite element method; gradient method; optimization algorithm; Band pass filters; Cost function; Design optimization; Finite difference methods; Genetic algorithms; Microwave circuits; Microwave filters; Resonance; Stochastic processes; Transmission line matrix methods;
Conference_Titel :
Microwave Conference, 2000 Asia-Pacific
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6435-X
DOI :
10.1109/APMC.2000.925848