Neural inverse space mapping (NISM) optimization for EM-based microwave design

Bandler, John W.; Ismail, Mostafa A.; Rayas-Sánchez, José E.; Zhang, Qi J.

dc.contributor.author	Bandler, John W.
dc.contributor.author	Ismail, Mostafa A.
dc.contributor.author	Rayas-Sánchez, José E.
dc.contributor.author	Zhang, Qi J.
dc.date.accessioned	2013-05-20T18:50:35Z
dc.date.accessioned	2023-03-21T18:09:37Z
dc.date.available	2013-05-20T18:50:35Z
dc.date.available	2023-03-21T18:09:37Z
dc.date.issued	2003-03
dc.identifier.citation	J.W. Bandler, M.A. Ismail, J.E. Rayas-Sánchez and Q.J. Zhang, “Neural inverse space mapping (NISM) for EM-based microwave design,” Int. J. RF and Microwave CAE, vol. 13, pp. 136-147, Mar. 2003.	es
dc.identifier.issn	1096-4290
dc.identifier.uri	https://hdl.handle.net/20.500.12032/74414
dc.description	We present neural inverse space mapping (NISM) optimization for electromagnetics-based design of microwave structures. The inverse of the mapping from the fine to the coarse model parameter spaces is exploited for the first time in a space mapping algorithm. NISM optimization does not require up-front EM simulations, multipoint parameter extraction, or frequency mapping. It employs a simple statistical parameter extraction procedure. The inverse of the mapping is approximated by a neural network whose generalization performance is controlled through a network growing strategy. We contrast our new algorithm with neural space mapping (NSM) optimization.	es
dc.description.sponsorship	ITESO, A.C.	es
dc.description.sponsorship	McMaster University	es
dc.description.sponsorship	Carleton University	es
dc.language.iso	eng	es
dc.publisher	Int. J. RF and Microwave CAE	es
dc.relation.ispartofseries	Int. J. RF and Microwave CAE;13
dc.rights.uri	http://quijote.biblio.iteso.mx/licencias/CC-BY-NC-ND-2.5-MX.pdf	es
dc.subject	Design Automation	es
dc.subject	Microwave Circuits	es
dc.subject	Microstrip Filters	es
dc.subject	Neural Modeling	es
dc.subject	Neural Network Applications	es
dc.subject	Space Mapping	es
dc.subject	Electromagnetic Based Optimization	es
dc.subject	Electromagnetic Based Optimization	es
dc.subject	Neural Space Mapping (NSM)	es
dc.title	Neural inverse space mapping (NISM) optimization for EM-based microwave design	es
dc.type	info:eu-repo/semantics/article	es

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