Space mapping interpolating surrogates for highly optimized EM-based design of microwave devices

John Bandler; Qingsha Cheng; Sameh Dakroury; Daniel Hailu; Kaj Madsen; Ahmed Mohamed; Frank Pedersen

doi:10.1109/MWSYM.2004.1338878

Space mapping interpolating surrogates for highly optimized EM-based design of microwave devices

John Bandler, Qingsha Cheng, Sameh Dakroury, Daniel Hailu, Kaj Madsen, Ahmed Mohamed, Frank Pedersen

McMaster University

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Abstract

A powerful optimization algorithm that incorporates Space Mapping (SM) and the new Output Space Mapping (OSM) to yield highly optimized results in a handful of fine model evaluations is presented. The new method employs an SM-based interpolating surrogate (SMIS) framework that aims at matching the surrogate with the fine model locally. Accuracy and convergence properties are demonstrated using a seven-section capacitively-loaded impedance transformer. A highly optimized six-section H-plane waveguide filter design emerges after only four HFSS EM simulations, excluding necessary Jacobian estimations, using the new algorithm with sparse frequency sweeps.

Original language	English
Title of host publication	2004 IEEE MTT-S International Microwave Symposium Digest
Publication date	2004
Pages	1565-1568
ISBN (Print)	0-7803-8331-1
DOIs	https://doi.org/10.1109/MWSYM.2004.1338878
Publication status	Published - 2004
Event	2004 International Microwave Symposium - Fort Worth, United States Duration: 6 Jun 2004 → 11 Jun 2004

Conference

Conference	2004 International Microwave Symposium
Country/Territory	United States
City	Fort Worth
Period	06/06/2004 → 11/06/2004

Access to Document

10.1109/MWSYM.2004.1338878

OpenUrl availability

Full text

Cite this

@inproceedings{17e1717ceddc4fff8bf0bfdae7eec492,

title = "Space mapping interpolating surrogates for highly optimized EM-based design of microwave devices",

abstract = "A powerful optimization algorithm that incorporates Space Mapping (SM) and the new Output Space Mapping (OSM) to yield highly optimized results in a handful of fine model evaluations is presented. The new method employs an SM-based interpolating surrogate (SMIS) framework that aims at matching the surrogate with the fine model locally. Accuracy and convergence properties are demonstrated using a seven-section capacitively-loaded impedance transformer. A highly optimized six-section H-plane waveguide filter design emerges after only four HFSS EM simulations, excluding necessary Jacobian estimations, using the new algorithm with sparse frequency sweeps.",

keywords = "Space mapping, microwave filter design, EM optimization, CAD algorithms.",

author = "John Bandler and Qingsha Cheng and Sameh Dakroury and Daniel Hailu and Kaj Madsen and Ahmed Mohamed and Frank Pedersen",

year = "2004",

doi = "10.1109/MWSYM.2004.1338878",

language = "English",

isbn = "0-7803-8331-1",

pages = "1565--1568",

booktitle = "2004 IEEE MTT-S International Microwave Symposium Digest",

note = "2004 International Microwave Symposium, IMS2004 ; Conference date: 06-06-2004 Through 11-06-2004",

}

Bandler, J, Cheng, Q, Dakroury, S, Hailu, D, Madsen, K, Mohamed, A & Pedersen, F 2004, Space mapping interpolating surrogates for highly optimized EM-based design of microwave devices. in 2004 IEEE MTT-S International Microwave Symposium Digest. pp. 1565-1568, 2004 International Microwave Symposium, Fort Worth, Texas, United States, 06/06/2004. https://doi.org/10.1109/MWSYM.2004.1338878

TY - GEN

T1 - Space mapping interpolating surrogates for highly optimized EM-based design of microwave devices

AU - Bandler, John

AU - Cheng, Qingsha

AU - Dakroury, Sameh

AU - Hailu, Daniel

AU - Madsen, Kaj

AU - Mohamed, Ahmed

AU - Pedersen, Frank

PY - 2004

Y1 - 2004

N2 - A powerful optimization algorithm that incorporates Space Mapping (SM) and the new Output Space Mapping (OSM) to yield highly optimized results in a handful of fine model evaluations is presented. The new method employs an SM-based interpolating surrogate (SMIS) framework that aims at matching the surrogate with the fine model locally. Accuracy and convergence properties are demonstrated using a seven-section capacitively-loaded impedance transformer. A highly optimized six-section H-plane waveguide filter design emerges after only four HFSS EM simulations, excluding necessary Jacobian estimations, using the new algorithm with sparse frequency sweeps.

AB - A powerful optimization algorithm that incorporates Space Mapping (SM) and the new Output Space Mapping (OSM) to yield highly optimized results in a handful of fine model evaluations is presented. The new method employs an SM-based interpolating surrogate (SMIS) framework that aims at matching the surrogate with the fine model locally. Accuracy and convergence properties are demonstrated using a seven-section capacitively-loaded impedance transformer. A highly optimized six-section H-plane waveguide filter design emerges after only four HFSS EM simulations, excluding necessary Jacobian estimations, using the new algorithm with sparse frequency sweeps.

KW - Space mapping

KW - microwave filter design

KW - EM optimization

KW - CAD algorithms.

U2 - 10.1109/MWSYM.2004.1338878

DO - 10.1109/MWSYM.2004.1338878

M3 - Article in proceedings

SN - 0-7803-8331-1

SP - 1565

EP - 1568

BT - 2004 IEEE MTT-S International Microwave Symposium Digest

T2 - 2004 International Microwave Symposium

Y2 - 6 June 2004 through 11 June 2004

ER -

Space mapping interpolating surrogates for highly optimized EM-based design of microwave devices

Abstract

Conference

Access to Document

OpenUrl availability

Fingerprint

Cite this