Detail publikačního výsledku

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

P. Šmíd, Z. Raida, J. Láčík, Z. Lukeš

Originální název

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

Anglický název

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

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální 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.

Anglický 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

Klíčová slova v angličtině

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

Autoři

P. Šmíd, Z. Raida, J. Láčík, Z. Lukeš

Vydáno

12.09.2005

Nakladatel

Politecnico di Torino

Místo

Torino, Italy

ISBN

88-8202-094-0

Kniha

Proceedings of joint 9-th International Conference on Electomagnetics in Advanced Applications ICEAA '05 and 11-th European Electromagnetic Structures Conference

Strany od

213

Strany počet

4

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"
}