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”

The genetic algorithm used for the optimization of weights and biases of neural networks

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F02%3APU30577" target="_blank" >RIV/00216305:26210/02:PU30577 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    The genetic algorithm used for the optimization of weights and biases of neural networks

  • Original language description

    The life of the insulating systems of electric rotary machines is strongly dependent upon electrical and thermal features of the insulating material used. The subject of the diagnostics is to specify the condition of insulation used. At present days, themost popular diagnostic tools are the methods of artificial intelligence, and one method is a neural network. However, this tool has many variable parameters, and the resulting effect is dependent upon its suitable setting. Weights and biases that conneect neurones in each layer of the neural network are ranked among these parameters. This paper is concentrated on the use of genetic algorithms for the optimization of weights and biases of the neural network that is used as a diagnostic tool for windinginsulation of electric rotary machines. In this case, the optimization of weights and biases means that the neural network exhibits the minimum absolute mean errors for the diagnostics of winding insulation. The paper describes the archite

  • Czech name

    Genetický algoritmus pro optimalizaci vah neuronové sítě.

  • Czech description

    Článek se zabývá diagnostikou izolačního materiálu elektrických strojů.

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JA - Electronics and optoelectronics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA102%2F03%2F0621" target="_blank" >GA102/03/0621: Irreversible processes in insulating materials for high temperature</a><br>

  • Continuities

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

Others

  • Publication year

    2002

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Study and control of corrosion in the perspective of sustainable development of urban distribution grids

  • ISBN

    973-95041-3-2

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    72-76

  • Publisher name

    S.C.ICPE

  • Place of publication

    Constanta, Rumunsko

  • Event location

    Constanta

  • Event date

    Jun 6, 2002

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article