Publication detail
Design of Yagi-Uda antenna using HC12 algorithm
MATYÁŠ, P. MINÁŘ, P. OŠMERA, P.
Czech title
Design of Yagi-Uda antenna using HC12 algorithm
English title
Design of Yagi-Uda antenna using HC12 algorithm
Type
conference paper
Language
en
Original abstract
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.
Czech abstract
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.
English abstract
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.
Keywords in English
Evolution algorithm, HC12, Differential evolution, Nelder-Mead, Fitness function, Yagi antenna
RIV year
2015
Released
23.06.2015
ISBN
978-3-319-19823-1
ISSN
1803-3814
Book
Mendel 2015
Volume
2015
Edition number
21
Pages from–to
143–149
Pages count
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"
}