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Using of Levenberg-Marquardt Method in Identification by Neural Networks

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F04%3APU43944" target="_blank" >RIV/00216305:26220/04:PU43944 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Using of Levenberg-Marquardt Method in Identification by Neural Networks

  • Original language description

    The last square method enables us relatively quickly find required parameters, however, we are limited by the choice of the suitable sampling period. We finds other methods of identification. One possibility is to use the neural network. This paper dealswith the comparison of the most used learning algorithms neural networks, mainly the Levenberg-Marquardt algorithm is discussed.

  • Czech name

    Použití algoritmu Levenberg-Marquardt při identifikci neuronovou sítí

  • Czech description

    Tento článek ukazuje srovnání dvou velmi často používaných učících algoritmů neuronové síte. Jedná se o metodu zpětného šíření chyby a Levenberg-Marquardt.

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BC - Theory and management systems

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)

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

    Student EEICT 2004

  • ISBN

    80-214-2636-5

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    361-365

  • Publisher name

    Ing. Zdeněk Novotný CSc.

  • Place of publication

    Brno

  • Event location

    Brno

  • Event date

    Apr 29, 2004

  • Type of event by nationality

    CST - Celostátní akce

  • UT code for WoS article