Title :
Constrained space mapping for design optimization of microwave circuits
Author :
Koziel, Slawomir
Author_Institution :
Eng. Optimization & Modeling Center, Reykjavik Univ., Reykjavik, Iceland
Abstract :
Here, a novel approach is proposed that exploits over-flexible surrogate model and adaptively adjusted constraints imposed on the parameter extraction and surrogate optimization processes. As a result, improved performance of the space mapping (SM) algorithm is obtained both with respect to its convergence properties and the quality of the final design. Additionally, our algorithm alleviates the surrogate model selection problem.
Keywords :
circuit optimisation; convergence of numerical methods; microwave circuits; SM algorithm; adaptively adjusted constraints; constrained space mapping; convergence properties; microwave circuit design optimization; over-flexible surrogate model; parameter extraction; simulation-driven optimization; Algorithm design and analysis; Band pass filters; Convergence; Microwave filters; Optimization; Resonator filters; Solid modeling;
Conference_Titel :
Antennas and Propagation Society International Symposium (APSURSI), 2010 IEEE
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-4967-5
DOI :
10.1109/APS.2010.5562205