A Comparative Study of Particle Swarm Optimization and Differential Evolution on Radar Absorbing Materials Design for EMC Applications

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

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

14 Citations (Scopus)

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
Publisher	IEEE Computer Society
Number of pages	4
ISBN (Electronic)	9781424441082
ISBN (Print)	9781424441075
DOIs	https://doi.org/10.1109/EMCEUROPE.2009.5189697
Publication status	Published - 4 Aug 2009
Externally published	Yes
Event	2009 International Symposium on Electromagnetic Compatibility - EMC Europe - Athens, Greece Duration: 11 Jun 2009 → 12 Jun 2009

Conference

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

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Goudos, S. K., Zaharis, Z. D., Baltzis, K. B., Hilas, C. S., & Sahalos, J. N. (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 Article 5189697 IEEE Computer Society. https://doi.org/10.1109/EMCEUROPE.2009.5189697

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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 Zaharis, \{Z. D.\} and Baltzis, \{K. B.\} and Hilas, \{C. S.\} and Sahalos, \{J. N.\}",

year = "2009",

month = aug,

day = "4",

doi = "10.1109/EMCEUROPE.2009.5189697",

language = "English",

isbn = "9781424441075",

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

publisher = "IEEE Computer Society",

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

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Goudos, SK, Zaharis, 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, IEEE Computer Society, 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.; Zaharis, Z. D.; Baltzis, K. B. et al.
2009 International Symposium on Electromagnetic Compatibility - EMC Europe. IEEE Computer Society, 2009. 5189697.

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

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AU - Goudos, S. K.

AU - Zaharis, Z. D.

AU - Baltzis, K. B.

AU - Hilas, C. S.

AU - Sahalos, J. N.

PY - 2009/8/4

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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

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DO - 10.1109/EMCEUROPE.2009.5189697

M3 - Conference contribution

AN - SCOPUS:70449334535

SN - 9781424441075

BT - 2009 International Symposium on Electromagnetic Compatibility - EMC Europe

PB - IEEE Computer Society

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

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