Detail publikace

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

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

Jazyk

en

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.

Dokumenty

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",
  annote="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.",
  address="Politecnico di Torino",
  booktitle="Proceedings of joint 9-th International Conference on Electomagnetics in Advanced Applications ICEAA '05 and 11-th European Electromagnetic Structures Conference",
  chapter="15382",
  institution="Politecnico di Torino",
  year="2005",
  month="september",
  pages="213",
  publisher="Politecnico di Torino",
  type="conference paper"
}