A comparative study of particle swarm optimization and differential evolution on radar absorbing materials design for EMC applications

S. K. Goudos; Z. D. Zahairs; K. B. Baltzis; C. S. Hilas; J. N. Sahalos

doi:10.1109/EMCEUROPE.2009.5189697

A comparative study of particle swarm optimization and differential evolution on radar absorbing materials design for EMC applications

S. K. Goudos, Z. D. Zahairs, K. B. Baltzis, C. S. Hilas, J. N. Sahalos

Department of Engineering

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

Abstract

Radar Absorbing Materials (RAM) design for a desired frequency and angle range is presented. We evaluate the performance of Particle Swarm Optimization (PSO) and Differential Evolution (DE) regarding their applicability to absorber design. The results show that the DE algorithm outerperforms PSO variants.

Original language	English
Title of host publication	2009 International Symposium on Electromagnetic Compatibility - EMC Europe
DOIs	https://doi.org/10.1109/EMCEUROPE.2009.5189697
Publication status	Published - 2009
Event	2009 International Symposium on Electromagnetic Compatibility - EMC Europe - Athens, Greece Duration: 11 Jun 2009 → 12 Jun 2009

Other

Other	2009 International Symposium on Electromagnetic Compatibility - EMC Europe
Country/Territory	Greece
City	Athens
Period	11/06/09 → 12/06/09

Keywords

Differential evolution
Evolutionary algorithms
Microwave absorber design
Multi-layer coatings
Particle swarm optimization
Radar absorbing materials

Access to Document

10.1109/EMCEUROPE.2009.5189697

Cite this

@inproceedings{8034db998e3f4965bc62bb2ec81850d9,

title = "A comparative study of particle swarm optimization and differential evolution on radar absorbing materials design for EMC applications",

abstract = "Radar Absorbing Materials (RAM) design for a desired frequency and angle range is presented. We evaluate the performance of Particle Swarm Optimization (PSO) and Differential Evolution (DE) regarding their applicability to absorber design. The results show that the DE algorithm outerperforms PSO variants.",

keywords = "Differential evolution, Evolutionary algorithms, Microwave absorber design, Multi-layer coatings, Particle swarm optimization, Radar absorbing materials",

author = "Goudos, {S. K.} and Zahairs, {Z. D.} and Baltzis, {K. B.} and Hilas, {C. S.} and Sahalos, {J. N.}",

year = "2009",

doi = "10.1109/EMCEUROPE.2009.5189697",

language = "English",

isbn = "9781424441082",

booktitle = "2009 International Symposium on Electromagnetic Compatibility - EMC Europe",

note = "2009 International Symposium on Electromagnetic Compatibility - EMC Europe ; Conference date: 11-06-2009 Through 12-06-2009",

}

Goudos, SK, Zahairs, ZD, Baltzis, KB, Hilas, CS & Sahalos, JN 2009, A comparative study of particle swarm optimization and differential evolution on radar absorbing materials design for EMC applications. in 2009 International Symposium on Electromagnetic Compatibility - EMC Europe., 5189697, 2009 International Symposium on Electromagnetic Compatibility - EMC Europe, Athens, Greece, 11/06/09. https://doi.org/10.1109/EMCEUROPE.2009.5189697

A comparative study of particle swarm optimization and differential evolution on radar absorbing materials design for EMC applications. / Goudos, S. K.; Zahairs, Z. D.; Baltzis, K. B. et al.
2009 International Symposium on Electromagnetic Compatibility - EMC Europe. 2009. 5189697.

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

TY - GEN

T1 - A comparative study of particle swarm optimization and differential evolution on radar absorbing materials design for EMC applications

AU - Goudos, S. K.

AU - Zahairs, Z. D.

AU - Baltzis, K. B.

AU - Hilas, C. S.

AU - Sahalos, J. N.

PY - 2009

Y1 - 2009

N2 - Radar Absorbing Materials (RAM) design for a desired frequency and angle range is presented. We evaluate the performance of Particle Swarm Optimization (PSO) and Differential Evolution (DE) regarding their applicability to absorber design. The results show that the DE algorithm outerperforms PSO variants.

AB - Radar Absorbing Materials (RAM) design for a desired frequency and angle range is presented. We evaluate the performance of Particle Swarm Optimization (PSO) and Differential Evolution (DE) regarding their applicability to absorber design. The results show that the DE algorithm outerperforms PSO variants.

KW - Differential evolution

KW - Evolutionary algorithms

KW - Microwave absorber design

KW - Multi-layer coatings

KW - Particle swarm optimization

KW - Radar absorbing materials

UR - http://www.scopus.com/inward/record.url?scp=70449334535&partnerID=8YFLogxK

U2 - 10.1109/EMCEUROPE.2009.5189697

DO - 10.1109/EMCEUROPE.2009.5189697

M3 - Conference contribution

AN - SCOPUS:70449334535

SN - 9781424441082

BT - 2009 International Symposium on Electromagnetic Compatibility - EMC Europe

T2 - 2009 International Symposium on Electromagnetic Compatibility - EMC Europe

Y2 - 11 June 2009 through 12 June 2009

ER -

A comparative study of particle swarm optimization and differential evolution on radar absorbing materials design for EMC applications

Abstract

Other

Keywords

Access to Document

Other files and links

Fingerprint

Cite this