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Evaluating the Performance of SHADE with Competing Strategies on CEC 2014 Single-Parameter Test Suite

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F16%3AA1701GKA" target="_blank" >RIV/61988987:17310/16:A1701GKA - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Evaluating the Performance of SHADE with Competing Strategies on CEC 2014 Single-Parameter Test Suite

  • Original language description

    Success-History Based Parameter Adaptation forDifferential Evolution (SHADE) is extended. An adaptive mechanism is implemented in new SHADE4 variant where four different strategies compete to create a new trial point. The strategieshave probabilities computed proportional to their success in previous generations during the search. A strategy is selected randomlyproportional to strategies? probabilities. Novel SHADE4 variant outperforms the original SHADE algorithm in the most of CEC 2014 test problems. The results of novel SHADE4algorithm are submitted to the Special Session and Competition on Single Objective Real-Parameter Numerical Optimization (Single parameter-operator set based case) at CEC 2016.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</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

    2016

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    CEC IEEE 2016

  • ISBN

    9781509006229

  • ISSN

  • e-ISSN

  • Number of pages

    8

  • Pages from-to

    5002-5009

  • Publisher name

    IEEE

  • Place of publication

  • Event location

    Vancouver

  • Event date

    Jul 24, 2016

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article