Fast Optimization of Electromagnetic Design Problems Using the Covariance Matrix Adaptation Evolutionary Strategy

A new method of optimization recently made popular in the evolutionary computation (EC) community is introduced and applied to several electromagnetics design problems. First, a functional overview of the covariance matrix adaptation evolutionary strategy (CMA-ES) is provided. Then, CMA-ES is critiq...

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Bibliographic Details
Published in:	IEEE transactions on antennas and propagation Vol. 59; no. 4; pp. 1275 - 1285
Main Authors:	Gregory, M D, Bayraktar, Z, Werner, D H
Format:	Journal Article
Language:	English
Published:	New York, NY IEEE 01.04.2011 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Adaptation Algorithm design and analysis Algorithms Antennas Applied classical electromagnetism Applied sciences Arrays Communities Covariance matrix Covariance matrix adaptation Electromagnetic wave propagation, radiowave propagation Electromagnetics Electromagnetism; electron and ion optics Evolutionary evolutionary strategy Exact sciences and technology Fundamental areas of phenomenology (including applications) microstrip antennas Optimization optimization algorithm particle swarm optimization Physics Radiocommunications self-adaptive stacked patch antenna Strategy Studies Telecommunications Telecommunications and information theory Ultrawideband Performance evaluation Electromagnetism Covariance matrix adaptation Evolutionary computation Printed antenna self-adaptive optimization algorithm microstrip antennas Broadband antennas Covariance matrices Particle swarm optimization Ultra wide band Constant modulus algorithm evolutionary strategy stacked patch antenna Reviews Biomimetics Antenna array
ISSN:	0018-926X, 1558-2221
Online Access:	Get full text
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