Neural Inverse Space Mapping EM-Optimization
| dc.contributor.author | Rayas-Sánchez, José E. | |
| dc.contributor.author | Bandler, John W. | |
| dc.contributor.author | Ismail, Mostafa A. | |
| dc.contributor.author | Zhang, Qi J. | |
| dc.date.accessioned | 2013-05-20T17:32:45Z | |
| dc.date.available | 2013-05-20T17:32:45Z | |
| dc.date.issued | 2001-05-23 | |
| dc.description | For the first time, we present Neural Inverse Space Mapping (NISM) optimization for EM-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. 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.identifier.citation | J. W. Bandler, M. A. Ismail, J. E. Rayas-Sánchez and Q. J. Zhang, “Neural inverse space mapping EM-optimization,” in IEEE MTT-S Int. Microwave Symp. Dig., Phoenix, AZ, May 2001, pp. 1007-1010. (ISSN: 0149-645X; P-ISBN: 0-7803-6538-0; INSPEC: 6999380; DOI: 10.1109/MWSYM.2001.967062) | es |
| dc.identifier.uri | http://hdl.handle.net/11117/569 | |
| dc.language.iso | eng | es |
| dc.publisher | IEEE MTT-S International Microwave Symposium | es |
| dc.relation.ispartofseries | IEEE MTT-S International Microwave Symposium;2001 | |
| dc.rights.uri | http://quijote.biblio.iteso.mx/licencias/CC-BY-NC-ND-2.5-MX.pdf | es |
| dc.subject | Microwave Circuits | es |
| dc.subject | Electromagnetic Based Design | es |
| dc.subject | Space Mapping | es |
| dc.subject | Neural Networks | es |
| dc.title | Neural Inverse Space Mapping EM-Optimization | es |
| dc.type | info:eu-repo/semantics/conferencePaper | es |
| rei.peerreviewed | Yes | es |
| rei.revisor | IEEE MTT-S International Microwave Symposium |
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