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Fast optimization of microwave filters using surrogate-based optimization methods

Krishnan Chemmangat Manakkal Cheriya UGent, Dirk Deschrijver UGent, Ivo Couckuyt UGent, Tom Dhaene UGent and Luc Knockaert UGent (2012) 2012 International conference on electromagnetics in advanced applications (ICEAA). p.212-215
abstract
This paper investigates the use of surrogate-based optimization to optimize the behavioral response of broadband microwave filters. The proposed method makes use of an efficient infill criterion (called expected improvement) that sequentially samples the response of the device at well-chosen regions in the design space. Based on these data samples, successive global surrogate models are built that become increasingly accurate near the optimum solution. A microwave filter example confirms that this approach significantly accelerates device optimization when compared to standard gradient-based methods.
Please use this url to cite or link to this publication:
author
organization
year
type
conference
publication status
published
subject
keyword
ALGORITHM, IBCN
in
2012 International conference on electromagnetics in advanced applications (ICEAA)
pages
212 - 215
publisher
IEEE
place of publication
New York, NY, USA
conference name
International conference on Electromagnetics in Advanced Applications (ICEAA) ; IEEE-APS Topical conference on Antennas and Propagation in Wireless Communications (IEEE APWC) ; URSI Electromagnetic Environment and Interference Symposium (EEIS)
conference location
Cape Town, South Africa
conference start
2012-09-02
conference end
2012-09-07
Web of Science type
Proceedings Paper
Web of Science id
000310356000044
ISBN
9781467303354
language
English
UGent publication?
yes
classification
P1
copyright statement
I have transferred the copyright for this publication to the publisher
id
3003900
handle
http://hdl.handle.net/1854/LU-3003900
date created
2012-10-02 11:35:32
date last changed
2013-03-27 13:25:16
@inproceedings{3003900,
  abstract     = {This paper investigates the use of surrogate-based optimization to optimize the behavioral response of broadband microwave filters. The proposed method makes use of an efficient infill criterion (called expected improvement) that sequentially samples the response of the device at well-chosen regions in the design space. Based on these data samples, successive global surrogate models are built that become increasingly accurate near the optimum solution. A microwave filter example confirms that this approach significantly accelerates device optimization when compared to standard gradient-based methods.},
  author       = {Chemmangat Manakkal Cheriya, Krishnan and Deschrijver, Dirk and Couckuyt, Ivo and Dhaene, Tom and Knockaert, Luc},
  booktitle    = {2012 International conference on electromagnetics in advanced applications (ICEAA)},
  isbn         = {9781467303354},
  keyword      = {ALGORITHM,IBCN},
  language     = {eng},
  location     = {Cape Town, South Africa},
  pages        = {212--215},
  publisher    = {IEEE},
  title        = {Fast optimization of microwave filters using surrogate-based optimization methods},
  year         = {2012},
}

Chicago
Chemmangat Manakkal Cheriya, Krishnan, Dirk Deschrijver, Ivo Couckuyt, Tom Dhaene, and Luc Knockaert. 2012. “Fast Optimization of Microwave Filters Using Surrogate-based Optimization Methods.” In 2012 International Conference on Electromagnetics in Advanced Applications (ICEAA), 212–215. New York, NY, USA: IEEE.
APA
Chemmangat Manakkal Cheriya, K., Deschrijver, D., Couckuyt, I., Dhaene, T., & Knockaert, L. (2012). Fast optimization of microwave filters using surrogate-based optimization methods. 2012 International conference on electromagnetics in advanced applications (ICEAA) (pp. 212–215). Presented at the International conference on Electromagnetics in Advanced Applications (ICEAA) ; IEEE-APS Topical conference on Antennas and Propagation in Wireless Communications (IEEE APWC) ; URSI Electromagnetic Environment and Interference Symposium (EEIS), New York, NY, USA: IEEE.
Vancouver
1.
Chemmangat Manakkal Cheriya K, Deschrijver D, Couckuyt I, Dhaene T, Knockaert L. Fast optimization of microwave filters using surrogate-based optimization methods. 2012 International conference on electromagnetics in advanced applications (ICEAA). New York, NY, USA: IEEE; 2012. p. 212–5.
MLA
Chemmangat Manakkal Cheriya, Krishnan, Dirk Deschrijver, Ivo Couckuyt, et al. “Fast Optimization of Microwave Filters Using Surrogate-based Optimization Methods.” 2012 International Conference on Electromagnetics in Advanced Applications (ICEAA). New York, NY, USA: IEEE, 2012. 212–215. Print.