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

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dc.contributor.authorBandler, John W.
dc.contributor.authorIsmail, Mostafa A.
dc.contributor.authorRayas-Sánchez, José E.
dc.contributor.authorZhang, Qi J.
dc.date.accessioned2013-05-20T18:50:35Z
dc.date.available2013-05-20T18:50:35Z
dc.date.issued2003-03
dc.descriptionWe 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.sponsorshipITESO, A.C.es
dc.description.sponsorshipMcMaster Universityes
dc.description.sponsorshipCarleton Universityes
dc.identifier.citationJ.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.issn1096-4290
dc.identifier.urihttp://hdl.handle.net/11117/572
dc.language.isoenges
dc.publisherInt. J. RF and Microwave CAEes
dc.relation.ispartofseriesInt. J. RF and Microwave CAE;13
dc.rights.urihttp://quijote.biblio.iteso.mx/licencias/CC-BY-NC-ND-2.5-MX.pdfes
dc.subjectDesign Automationes
dc.subjectMicrowave Circuitses
dc.subjectMicrostrip Filterses
dc.subjectNeural Modelinges
dc.subjectNeural Network Applicationses
dc.subjectSpace Mappinges
dc.subjectElectromagnetic Based Optimizationes
dc.subjectElectromagnetic Based Optimizationes
dc.subjectNeural Space Mapping (NSM)es
dc.titleNeural inverse space mapping (NISM) optimization for EM-based microwave designes
dc.typeinfo:eu-repo/semantics/articlees
rei.peerreviewedYeses
rei.revisorInt. J. RF and Microwave CAE

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