Detail výsledku

High-Speed High-Accuracy Neural Networks for Automated Modeling of Electromagnetic Structures

P. Šmíd, Z. Raida, J. Láčík, Z. Lukeš. High-Speed High-Accuracy Neural Networks for Automated Modeling of Electromagnetic Structures. In Proceedings of joint 9-th International Conference on Electomagnetics in Advanced Applications ICEAA '05 and 11-th European Electromagnetic Structures Conference. Torino, Italy: Politecnico di Torino, 2005. 4 p. ISBN: 88-8202-094-0.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Šmíd Petr, Ing., Ph.D., UREL (FEKT)
Raida Zbyněk, prof. Dr. Ing., UREL (FEKT)
Láčík Jaroslav, doc. Ing., Ph.D., UREL (FEKT)
Lukeš Zbyněk, Ing., Ph.D.
Abstrakt

Developing the original design method based on genetic models of designed electromagnetic structures is the motivation of this work.
The paper deals with original genetic neural networks for modeling EM structures. A novel approach to learning artificial neural networks (ANN) by genetic algorithms (GA) and Levenberg–Marquardt (LM) method is described. Trai–ned ANN are used for the optimization of a H-shaped waveguide and a shielded microstrip transmission line.

Klíčová slova

waveguide, shielded transmission line, artificial neural network, genetic algorithm, Levenberg-Marquardt method, optimization

Rok
2005
Strany
4
Sborník
Proceedings of joint 9-th International Conference on Electomagnetics in Advanced Applications ICEAA '05 and 11-th European Electromagnetic Structures Conference
Vydání
1
Konference
International Conference on Electromagnetics in Advanced Applications ICEAA 2005
ISBN
88-8202-094-0
Vydavatel
Politecnico di Torino
Místo
Torino, Italy
BibTeX 
@inproceedings{BUT15382,
  author="Petr {Šmíd} and Zbyněk {Raida} and Jaroslav {Láčík} and Zbyněk {Lukeš}",
  title="High-Speed High-Accuracy Neural Networks for Automated Modeling of Electromagnetic Structures",
  booktitle="Proceedings of joint 9-th International Conference on Electomagnetics in Advanced Applications ICEAA '05 and 11-th European Electromagnetic Structures Conference",
  year="2005",
  number="1",
  pages="4",
  publisher="Politecnico di Torino",
  address="Torino, Italy",
  isbn="88-8202-094-0"
}
Pracoviště
Ústav radioelektroniky (UREL)
Nahoru