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Modifications of Differential Evolution with Composite Trial Vector Generation Strategies

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F13%3AA13014L0" target="_blank" >RIV/61988987:17610/13:A13014L0 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Modifications of Differential Evolution with Composite Trial Vector Generation Strategies

  • Original language description

    Differential evolution algorithm with composite trial vector generation strategies and control parameters has been proposed recently. The performance of this algorithm is claimed to be better or competitive in comparison with the state-of-the-art variants of differential evolution. When we attempted to implement the algorithm according to the published description, several modified variants appear to follow the description of the algorithm. These variants of the algorithm were compared experimentally inbenchmark problems. One of newly proposed variants outperforms the other variants significantly, including the variant used by the authors of the algorithm in their published experimental comparison.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2013

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    7th International Conference SOCO'12

  • ISBN

    978-3-642-32921-0

  • ISSN

    2194-5357

  • e-ISSN

  • Number of pages

    10

  • Pages from-to

    113-122

  • Publisher name

    Springer

  • Place of publication

  • Event location

    Ostrava

  • Event date

    Sep 5, 2012

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000312974600012