| 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 |
