All

What are you looking for?

All
Projects
Results
Organizations

Quick search

  • Projects supported by TA ČR
  • Excellent projects
  • Projects with the highest public support
  • Current projects

Smart search

  • That is how I find a specific +word
  • That is how I leave the -word out of the results
  • “That is how I can find the whole phrase”

Enhanced Individual-dependent Differential Evolution with Population Size Adaptation

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F17%3AA1801MZX" target="_blank" >RIV/61988987:17310/17:A1801MZX - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Enhanced Individual-dependent Differential Evolution with Population Size Adaptation

  • Original language description

    A new variant of individual-dependent differentialevolution (IDE) algorithm is proposed. The original IDE is nhanced by a new mutation strategy accelerating convergence in the last phase of the search. Moreover, the population size is adapted with respect to the diversity of the currentpopulation. The newly proposed IDEbd algorithm is applied to the benchmark suite for CEC 2017 competition on Single Objective Real-Parameter Numerical Optimization. Preliminary experiments showed better performance of IDEbd compared tothe original IDE. The results achieved on the CEC 2017 test suite are also promising, especially in problems of lower dimension.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10102 - Applied mathematics

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2017

  • 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 2017

  • ISBN

    978-1-5090-4600-3

  • ISSN

  • e-ISSN

  • Number of pages

    8

  • Pages from-to

    1358-1365

  • Publisher name

    IEEE

  • Place of publication

    San Sebastián, Spain

  • Event location

    San Sebastián

  • Event date

    Jun 5, 2017

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article