Neural space mapping optimization for EM-based design of RF and microwave circuits
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Fecha
2000-11
Autores
Bakr, Mohamed H.
Bandler, John W.
Ismail, Mostafa A.
Rayas-Sánchez, José E.
Zhang, Qi J.
Título de la revista
ISSN de la revista
Título del volumen
Editor
First Int. Workshop on Surrogate Modeling and Space Mapping for Engineering Optimization SMSMEO
Resumen
Descripción
We review Neural Space Mapping (NSM) optimization for electromagnetic-based design of RF and microwave circuits. NSM optimization exploits our Space Mapping-based neuromodeling techniques to efficiently approximate a suitable mapping at each iteration. Coarse model sensitivities are exploited to select suitable fine model base points for the initial mapping.
Palabras clave
Neural Space Mapping, Microwave Modeling, EM-based optimization, CAD
Citación
Bakr, M.H; Bandler, J.W; Ismail, M.A; Rayas-Sánchez, J.E. and Zhang, Q.J. (2000) “Neural space mapping optimization for EM-based design of RF and microwave circuits,” in First Int. Workshop on Surrogate Modeling and Space Mapping for Engineering Optimization (SMSMEO-00), Lyngby, Denmark, 2000.