DocumentCode :
558070
Title :
Microwave design optimization using local response surface approximations and variable-fidelity electromagnetic models
Author :
Koziel, Slawomir ; Ogurtsov, Stanislav
Author_Institution :
Eng. Optimization & Modeling Center, Reykjavik Univ., Reykjavik, Iceland
fYear :
2011
fDate :
10-13 Oct. 2011
Firstpage :
448
Lastpage :
451
Abstract :
A computationally efficient algorithm for simulation driven design optimization of microwave structures is proposed. Our approach exploits variable-fidelity electromagnetic models of the structure under consideration. The low-fidelity model is optimized using a response surface approximation technique. The high-fidelity model is refined by space mapping with polynomial interpolation of the low-fidelity model data used as an underlying coarse model. Our algorithm is carefully developed to minimize the number off evaluations of both the low- and high-fidelity model in the optimization process. The operation and efficiency of the approach is demonstrated through design of a microstrip filter and an ultrawideband monopole antenna. A comparison with other design approaches, including the direct high-fidelity model optimization, is also presented.
Keywords :
computational electromagnetics; microwave devices; polynomial approximation; computationally efficient algorithm; local response surface approximations; microwave design optimization; microwave structures; polynomial interpolation; simulation driven design optimization; space mapping; underlying coarse model; variable fidelity electromagnetic models; Computational modeling; Integrated circuit modeling; Microwave circuits; Microwave filters; Optimization; Radio frequency;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Microwave Conference (EuMC), 2011 41st European
Conference_Location :
Manchester
Print_ISBN :
978-1-61284-235-6
Type :
conf
Filename :
6101713
Link To Document :
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