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...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on antennas and propagation Jg. 59; H. 4; S. 1275 - 1285
Hauptverfasser:	Gregory, M D, Bayraktar, Z, Werner, D H
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York, NY IEEE 01.04.2011 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!