Space mapping optimization of microwave circuits exploiting surrogate models
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Fecha
2000-06
Autores
Bakr, Mohamed H.
Bandler, John W.
Madsen, K.
Rayas-Sánchez, José E.
Sondergaard, J.
Título de la revista
ISSN de la revista
Título del volumen
Editor
IEEE MTT-S Int. Microwave Symp. Digest
Resumen
Descripción
We propose, for the first time, Neural Space Mapping optimization for EM-based design. It exploits our Space Mapping-based neuro-modeling techniques, avoiding troublesome parameter extraction. Simple neuromodels are trained, without testing points, during each optimization iteration. Coarse model sensitivities are exploited to select suitable fine model base points for the initial mapping.
Palabras clave
Surrogate Modeling, Space Mapping, Microwave Circuits, CAD, Frequency Mapping
Citación
M. H. Bakr, J. W. Bandler, K. Madsen, J. E. Rayas-Sánchez and J. Søndergaard, “Space mapping optimization of microwave circuits exploiting surrogate models,” in IEEE MTT-S Int. Microwave Symp. Dig., Boston, MA, Jun. 2000, pp. 1785-1788. (ISSN: 0149-645X; P-ISBN: 0-7803-5687-X; INSPEC: 6703922; DOI: 10.1109/MWSYM.2000.862325)