Space mapping based device modeling and circuit optimization

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dc.contributor.authorBandler, John W.
dc.contributor.authorRayas-Sánchez, José E.
dc.contributor.authorIsmail, Mostafa A.
dc.contributor.authorBakr, Mohamed H.
dc.date.accessioned2014-08-27T15:53:57Z
dc.date.available2014-08-27T15:53:57Z
dc.date.issued2000-06
dc.descriptionElectromagnetics (EM) based device modeling and circuit optimization through Artificial Neural Network (ANN) and Space Mapping (SM) technologies will be reviewed. These two concepts continue to promise important benefits in the next generation of design optimization methodologies. ANNs can learn from and generalize patterns in data and model nonlinear relationships. On the other hand, Aggressive Space Mapping (ASM) optimization closely follows the traditional experience and intuition of designers, while being rigorously grounded mathematically. ANN and SM methodologies will be discussed and illustrated by numerous microwave examples in the context of design practitioners' needs for effective tools for circuit design and optimization, including yield optimization, exploiting accurate physics-based and EM-based models. Current progress in the development of suitable algorithms and software engines will be presented. The ANN and SM concepts address the contradictory challenge of exploitation of device models for CAD that are both accurate and fast. It will be shown that combined ANN/SM models are much faster than detailed original models and should prove relatively easy to develop for new devices and new technologies.es
dc.description.sponsorshipBandler Corporationes
dc.description.sponsorshipConsejo Nacional de Ciencia y Tecnologíaes
dc.identifier.citationBandler, J.W; Rayas-Sánchez, J.E; Ismail, M.A. and Bakr, M.H. (2000) “Space mapping based device modeling and circuit optimization,” in IEEE MTT-S Int. Microwave Symp. Workshop Notes and Short Courses, Boston, MA, 2000.es
dc.identifier.urihttp://hdl.handle.net/11117/1416
dc.language.isoenges
dc.publisherIEEE MTT-S Int. Microwave Symp. Workshop Notes and Short Courseses
dc.relation.ispartofseriesIEEE MTT-S Int. Microwave Symp. Workshop Notes and Short Courses;
dc.rights.urihttp://quijote.biblio.iteso.mx/licencias/CC-BY-NC-ND-2.5-MX.pdfes
dc.subjectDevice Modelinges
dc.subjectMicrowave Engineeringes
dc.subjectSpace Mappinges
dc.titleSpace mapping based device modeling and circuit optimizationes
dc.typeinfo:eu-repo/semantics/conferencePaperes
rei.peerreviewedYeses
rei.revisorIEEE MTT-S Int. Microwave Symp.

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