Detail publikačního výsledku

Modeling EM Structures in the Neural Network Toolbox of MATLAB

RAIDA, Z.

Originální název

Modeling EM Structures in the Neural Network Toolbox of MATLAB

Anglický název

Modeling EM Structures in the Neural Network Toolbox of MATLAB

Druh

Článek recenzovaný mimo WoS a Scopus

Originální abstrakt

Neural networks are electronic systems which can be trained to remember behavior of a modeled structure in given operational points, and which can be used to approximate behavior of the structure out of the training points. These approximation abilities of neural nets are demonstrated on modeling a frequency-selective surface, a microstrip transmission line and a microstrip dipole. Attention is turned to the accuracy and to the efficiency of neural models. The association of neural models and genetic algorithms, which can provide a global design tool, is discussed. Portions of matlab code illustrate descriptions.

Anglický abstrakt

Neural networks are electronic systems which can be trained to remember behavior of a modeled structure in given operational points, and which can be used to approximate behavior of the structure out of the training points. These approximation abilities of neural nets are demonstrated on modeling a frequency-selective surface, a microstrip transmission line and a microstrip dipole. Attention is turned to the accuracy and to the efficiency of neural models. The association of neural models and genetic algorithms, which can provide a global design tool, is discussed. Portions of matlab code illustrate descriptions.

Klíčová slova

Feed-forward neural networks, genetic algorithms, planar transmission lines, frequency selective surfaces, microstrip antennas, modeling, optimization methods

Klíčová slova v angličtině

Feed-forward neural networks, genetic algorithms, planar transmission lines, frequency selective surfaces, microstrip antennas, modeling, optimization methods

Autoři

RAIDA, Z.

Rok RIV

2011

Vydáno

01.01.2003

ISSN

1045-9243

Periodikum

IEEE ANTENNAS AND PROPAGATION MAGAZINE

Svazek

44

Číslo

6

Stát

Spojené státy americké

Strany od

46

Strany počet

22

Plný text v Digitální knihovně

http://hdl.handle.net/

BibTex

@article{BUT41102,
  author="Zbyněk {Raida}",
  title="Modeling EM Structures in the Neural Network Toolbox of MATLAB",
  journal="IEEE ANTENNAS AND PROPAGATION MAGAZINE",
  year="2003",
  volume="44",
  number="6",
  pages="22",
  issn="1045-9243"
}