Title :
CPU-budget-driven automated microwave design optimization using variable-fidelity electromagnetic simulations
Author :
Koziel, Slawomir ; Ogurtsov, Stanislav
Author_Institution :
Engineering Optimization & Modeling Center, School of Science and Engineering, Reykjavik University, Menntavegur 1, 101, Iceland
Abstract :
A robust technique for microwave design optimization is presented. It is based on variable-fidelity electromagnetic (EM) simulations. The algorithm automatically switches between models of different fidelity taking into account the computational budget assumed for the design process. Additional mechanisms enhancing the algorithm include: frequency scaling to reduce the misalignment between the models of different fidelity; and the local response surface approximation to reduce the number of simulations. Our method is demonstrated using two filters and one antenna example.
Keywords :
Algorithm design and analysis; Band pass filters; Computational modeling; Microwave filters; Optimization; Solid modeling; Computer-aided design (CAD); response surface approximation; simulation-driven design; variable-fidelity simulation;
Conference_Titel :
Microwave Symposium Digest (MTT), 2012 IEEE MTT-S International
Conference_Location :
Montreal, QC, Canada
Print_ISBN :
978-1-4673-1085-7
Electronic_ISBN :
0149-645X
DOI :
10.1109/MWSYM.2012.6257772