A comparison of CMA-ES with other real-coded strategies used in electromagnetics design

Micah D. Gregory, Spencer V. Martin, Douglas H. Werner

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

The covariance matrix adaptation evolutionary strategy (CMA-ES) is applied to several electromagnetics design problems alongside particle swarm optimization (PSO) and differential evolution (DE) to observe the variations in performance between the different algorithms. The three algorithms are applied to the design of aperiodic Sievenpiper surfaces, planar ultrawideband arrays, and a tri-band stacked patch antenna integrated with lumped elements.

Original languageEnglish (US)
Title of host publication2014 IEEE Antennas and Propagation Society International Symposium(APSURSI)
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1962-1963
Number of pages2
ISBN (Electronic)9781479935406
DOIs
StatePublished - Sep 18 2014
Event2014 IEEE Antennas and Propagation Society International Symposium, APSURSI 2014 - Memphis, United States
Duration: Jul 6 2014Jul 11 2014

Publication series

NameIEEE Antennas and Propagation Society, AP-S International Symposium (Digest)
ISSN (Print)1522-3965

Other

Other2014 IEEE Antennas and Propagation Society International Symposium, APSURSI 2014
CountryUnited States
CityMemphis
Period7/6/147/11/14

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

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    Gregory, M. D., Martin, S. V., & Werner, D. H. (2014). A comparison of CMA-ES with other real-coded strategies used in electromagnetics design. In 2014 IEEE Antennas and Propagation Society International Symposium(APSURSI) (pp. 1962-1963). [6905308] (IEEE Antennas and Propagation Society, AP-S International Symposium (Digest)). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/APS.2014.6905308