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STRUCTURAL SYNTHESIS OF NEURAL NETWORK BY MEANS OF ANALYTIC PROGRAMMING

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F06%3A63504312" target="_blank" >RIV/70883521:28140/06:63504312 - isvavai.cz</a>

  • Alternative codes found

    RIV/61988987:17310/06:A0900H9K RIV/61988987:17310/06:A1000H9K

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    STRUCTURAL SYNTHESIS OF NEURAL NETWORK BY MEANS OF ANALYTIC PROGRAMMING

  • Original language description

    This contribution is introducing use of a novelty method, which allows solving various problems from symbolic regression domain. An idea of symbolic regression was firstly proposed by J.R. Koza in so called genetic programming anc by C. Ryan in grammatical evolution. In this contribution is demostrated use of novelty method called analytical programming on nerual network synthesis with various results.

  • Czech name

    STRUKTURÁLNÍ SYNTÉZA NEURONOVÝCH SÍTÍ POMOCÍ ANALYTICKÉHO PROGRAMOVÁNÍ

  • Czech description

    Tento příspěvek ukazuje novou metodu, kterou lze použít na řešení různých problémů z oblasti symbolické regrese. Idea symbolické regrese byla poprvé navržena J.R. Kozou v tvz. genetickém programování a C. Ryanem v gramatické evoluci. V tomto příspěvku jepředvedeno, jak se nová metoda, Analytické programování, použila na syntézu neuronových sítí.

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JD - Use of computers, robotics and its application

  • OECD FORD branch

Result continuities

  • Project

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

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2006

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    12th International Conference on Soft Computing

  • ISBN

    80-214-3195-4

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    25-30

  • Publisher name

    Fakulta strojního inženýrství, VUT Brno

  • Place of publication

    ČR

  • Event location

  • Event date

  • Type of event by nationality

  • UT code for WoS article