Title :
Space mapping with distributed fine model evaluation for optimization of microwave structures and devices
Author :
Koziel, Slawomir ; Bandler, John W.
Author_Institution :
School of Science and Engineering, Reykjavik University, Kringlunni 1, IS-103, Iceland
Abstract :
A new space mapping optimization algorithm for microwave design is presented. We implement a distributed fine model evaluation through independent processing of the fine model responses corresponding to consecutive frequency samples using a number of processors. This allows us to obtain a substantial reduction of the overall optimization time for the space mapping algorithm. When our technique is used together with previously published methods of reducing the computational cost of solving the parameter extraction and surrogate optimization sub-problems, the total optimization time of the microwave structure can be comparable to or less than a single fine model evaluation on a single processor. Illustration examples are provided.
Keywords :
circuit optimisation; circuit simulation; microwave circuits; microwave devices; distributed fine model evaluation; microwave device optimization; microwave structures optimization; space mapping optimization algorithm; Clustering algorithms; Computational modeling; Computer simulation; Design optimization; Frequency; Laboratories; Microwave devices; Optimization methods; Parameter extraction; Samarium; Computer-aided design (CAD); EM optimization; parallel model evaluation; space mapping; surrogate modeling;
Conference_Titel :
Microwave Symposium Digest, 2008 IEEE MTT-S International
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-1780-3
Electronic_ISBN :
0149-645X
DOI :
10.1109/MWSYM.2008.4633034