All

What are you looking for?

All
Projects
Results
Organizations

Quick search

  • Projects supported by TA ČR
  • Excellent projects
  • Projects with the highest public support
  • Current projects

Smart search

  • That is how I find a specific +word
  • That is how I leave the -word out of the results
  • “That is how I can find the whole phrase”

Genetic Neural Networks for Modeling Dipole Antennas

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F04%3APU45464" target="_blank" >RIV/00216305:26220/04:PU45464 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Genetic Neural Networks for Modeling Dipole Antennas

  • Original language description

    The paper deals with original genetic neural networks for modeling wire dipole antennas. A novel approach to learning artificial neural networks (ANN) by genetic algorithms (GA) is described. The goal is to compare the learning abilities of neural antenna models trained by the GA and models trained by gradient algorithms. Developing the original design method based on genetic models of designed electromagnetic structures is the motivation of this work. Two types of ANN, the recurrent Elman ANN and the ffeed-forward one, are implemented in MATLAB. Results of training abilities are discussed.

  • Czech name

    Genetické neuronové sítě pro modelování drátových antén

  • Czech description

    V článku jsou popsány umělé neuronové sítě (UNS) trénované k modelová dipólové antény. Dva typy UNS jsou trénovány gradientmími metodami a genetickým algoritmem. Trénovací schponosti jsou vzájemně porovnány.

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JA - Electronics and optoelectronics

  • OECD FORD branch

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2004

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceeding of the 4th WSEAS International Conference on Applied Informatics and Communications

  • ISBN

    960-8457-06-8

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    156-160

  • Publisher name

    The World Scientific and Egineering Academy and Society

  • Place of publication

    Puerto De La Cruz, Tenerife

  • Event location

    Puerto De La Cruz, Tenerife, Canary Islands

  • Event date

    Dec 17, 2004

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article