Neural space mapping EM optimization of microwave structures

M. H. Bakr; J. W. Bandler; M. A. Ismail; J. E. Rayas-Sanchez; Q. J. Zhang

Neural space mapping EM optimization of microwave structures

M. H. Bakr^*
, J. W. Bandler
, M. A. Ismail
, J. E. Rayas-Sanchez
, Q. J. Zhang

^*Corresponding author for this work

Research output: Contribution to journal › Conference article › peer-review

11 Scopus citations

Abstract

We propose, for the first time, Neural Space Mapping optimization for EM-based design. It exploits our Space Mapping-based neuro-modeling techniques, avoiding troublesome parameter extraction. Simple neuromodels are trained, without testing points, during each optimization iteration. Coarse model sensitivities are exploited to select suitable fine model base points for the initial mapping.

Original language	English
Pages (from-to)	879-882
Number of pages	4
Journal	IEEE MTT-S International Microwave Symposium Digest
Volume	2
State	Published - 2000
Externally published	Yes
Event	Proceedings of the 1999 IEEE MTT-S International Microwave Symposium - Boson, MA, USA Duration: 11 Jun 2000 → 16 Jun 2000

ASJC Scopus subject areas

Radiation
Condensed Matter Physics
Electrical and Electronic Engineering

Cite this

@article{0739749d17b7468c9e06c4a363ba89b8,

title = "Neural space mapping EM optimization of microwave structures",

abstract = "We propose, for the first time, Neural Space Mapping optimization for EM-based design. It exploits our Space Mapping-based neuro-modeling techniques, avoiding troublesome parameter extraction. Simple neuromodels are trained, without testing points, during each optimization iteration. Coarse model sensitivities are exploited to select suitable fine model base points for the initial mapping.",

author = "Bakr, \{M. H.\} and Bandler, \{J. W.\} and Ismail, \{M. A.\} and Rayas-Sanchez, \{J. E.\} and Zhang, \{Q. J.\}",

year = "2000",

language = "English",

volume = "2",

pages = "879--882",

journal = "IEEE MTT-S International Microwave Symposium Digest",

issn = "0149-645X",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

note = "Proceedings of the 1999 IEEE MTT-S International Microwave Symposium ; Conference date: 11-06-2000 Through 16-06-2000",

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TY - JOUR

T1 - Neural space mapping EM optimization of microwave structures

AU - Bakr, M. H.

AU - Bandler, J. W.

AU - Ismail, M. A.

AU - Rayas-Sanchez, J. E.

AU - Zhang, Q. J.

PY - 2000

Y1 - 2000

N2 - We propose, for the first time, Neural Space Mapping optimization for EM-based design. It exploits our Space Mapping-based neuro-modeling techniques, avoiding troublesome parameter extraction. Simple neuromodels are trained, without testing points, during each optimization iteration. Coarse model sensitivities are exploited to select suitable fine model base points for the initial mapping.

AB - We propose, for the first time, Neural Space Mapping optimization for EM-based design. It exploits our Space Mapping-based neuro-modeling techniques, avoiding troublesome parameter extraction. Simple neuromodels are trained, without testing points, during each optimization iteration. Coarse model sensitivities are exploited to select suitable fine model base points for the initial mapping.

UR - https://www.scopus.com/pages/publications/0033709655

M3 - Conference article

AN - SCOPUS:0033709655

SN - 0149-645X

VL - 2

SP - 879

EP - 882

JO - IEEE MTT-S International Microwave Symposium Digest

JF - IEEE MTT-S International Microwave Symposium Digest

T2 - Proceedings of the 1999 IEEE MTT-S International Microwave Symposium

Y2 - 11 June 2000 through 16 June 2000

ER -