Detail publikace
Design of Yagi-Uda antenna using HC12 algorithm
MATYÁŠ, P. MINÁŘ, P. OŠMERA, P.
Český název
Design of Yagi-Uda antenna using HC12 algorithm
Anglický název
Design of Yagi-Uda antenna using HC12 algorithm
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
en
Originální abstrakt
The paper is focused on a design of Yagi-Uda antenna by means of Evolutionary algorithms. An optimization problem, optimal parameters in the Yagi antenna construction, is described in the Antenna section by definition of the main parameters that describe quality of the deigned antenna. Main evolutionary algorithms used to design the antenna are described in the section Evolutionary Algorithms. Algorithm HC12 is used as the main optimization algorithm, Differential Evolution and Nelder-Mead algorithm. The purpose of the other two algorithms is comparison to HC12. Own fitness function has been developed and used to evaluate quality of the designed antenna. The fitness function is described in the Experiments section and the achieved results viewed as values and graphs are included in section Results of experiments. Finally the paper shows the design of antennas by used algorithms and by the best value of the fitness function.
Český abstrakt
The paper is focused on a design of Yagi-Uda antenna by means of Evolutionary algorithms. An optimization problem, optimal parameters in the Yagi antenna construction, is described in the Antenna section by definition of the main parameters that describe quality of the deigned antenna. Main evolutionary algorithms used to design the antenna are described in the section Evolutionary Algorithms. Algorithm HC12 is used as the main optimization algorithm, Differential Evolution and Nelder-Mead algorithm. The purpose of the other two algorithms is comparison to HC12. Own fitness function has been developed and used to evaluate quality of the designed antenna. The fitness function is described in the Experiments section and the achieved results viewed as values and graphs are included in section Results of experiments. Finally the paper shows the design of antennas by used algorithms and by the best value of the fitness function.
Anglický abstrakt
The paper is focused on a design of Yagi-Uda antenna by means of Evolutionary algorithms. An optimization problem, optimal parameters in the Yagi antenna construction, is described in the Antenna section by definition of the main parameters that describe quality of the deigned antenna. Main evolutionary algorithms used to design the antenna are described in the section Evolutionary Algorithms. Algorithm HC12 is used as the main optimization algorithm, Differential Evolution and Nelder-Mead algorithm. The purpose of the other two algorithms is comparison to HC12. Own fitness function has been developed and used to evaluate quality of the designed antenna. The fitness function is described in the Experiments section and the achieved results viewed as values and graphs are included in section Results of experiments. Finally the paper shows the design of antennas by used algorithms and by the best value of the fitness function.
Klíčová slova anglicky
Evolution algorithm, HC12, Differential evolution, Nelder-Mead, Fitness function, Yagi antenna
Rok RIV
2015
Vydáno
23.06.2015
ISBN
978-3-319-19823-1
ISSN
1803-3814
Kniha
Mendel 2015
Ročník
2015
Číslo edice
21
Strany od–do
143–149
Počet stran
6
BIBTEX
@inproceedings{BUT115768,
author="Pavel {Matyáš} and Petr {Minář} and Pavel {Ošmera},
title="Design of Yagi-Uda antenna using HC12 algorithm",
booktitle="Mendel 2015",
year="2015",
volume="2015",
month="June",
pages="143--149",
isbn="978-3-319-19823-1",
issn="1803-3814"
}