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Adaptation In Differential Evolution: A Comparison On Composition Test Functions

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F07%3AA0800KQ7" target="_blank" >RIV/61988987:17310/07:A0800KQ7 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Adaptation In Differential Evolution: A Comparison On Composition Test Functions

  • Original language description

    Adaptation in differential evolution algorithms is concerned. Several variants of adaptive differential evolution were proposed and tested numerically on six novel composition test functions. The results are also compared with other advanced algorithms reported recently. The new variants of adaptive stochastic algorithms achieved better results on five of six test functions than reported before.

  • Czech name

    Adaptace v diferenciální evoluci: Porovnání na složených testovacích funkcích

  • Czech description

    Byly navženy a numericky testovány adaptivní varianty diferenciální evoluce a porovnány na kompozitních testovacích funkcích s výsledky jiných evolučních algoritmů. Nové adaptivní algoritmy byly úspěšnější ve většině testovacích funkcí.

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA201%2F05%2F0284" target="_blank" >GA201/05/0284: Evolutionary algorithms with competing and cooperating heuristics</a><br>

  • Continuities

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

Others

  • Publication year

    2007

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    MENDEL 2007

  • ISBN

    978-80-214-3473-8

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    1-6

  • Publisher name

    University of Technology

  • Place of publication

    Brno

  • Event location

    Praha

  • Event date

    Sep 5, 2007

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article