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Another evolution of generalized differential evolution: variable number of dimensions

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F20%3APU137813" target="_blank" >RIV/00216305:26220/20:PU137813 - isvavai.cz</a>

  • Result on the web

    <a href="https://www.tandfonline.com/doi/full/10.1080/0305215X.2020.1853714" target="_blank" >https://www.tandfonline.com/doi/full/10.1080/0305215X.2020.1853714</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1080/0305215X.2020.1853714" target="_blank" >10.1080/0305215X.2020.1853714</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Another evolution of generalized differential evolution: variable number of dimensions

  • Original language description

    The article proposes a multi-objective optimization method called Generalized Differential Evolution (GDE3) for a Variable Number of Dimensions (VND). The well-known generalized differential evolution is adapted to handle problems where the number of decision space variables is not a priori known. The performance of the method is assessed on a set of benchmark problems based on standard multi-objective test cases modified to depend on the number of decision space variables. Experimental results include a study of the setting of controlling parameters and a comparison with the state-of-the-art Variable-Length GDE3 (VLGDE3) algorithm. Finally, the novel approach is compared to the standard approach in a linear antenna array design problem.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database

  • CEP classification

  • OECD FORD branch

    20201 - Electrical and electronic engineering

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2020

  • Confidentiality

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

Data specific for result type

  • Name of the periodical

    Engineering Optimization

  • ISSN

    0305-215X

  • e-ISSN

    1029-0273

  • Volume of the periodical

    53

  • Issue of the periodical within the volume

    7

  • Country of publishing house

    GB - UNITED KINGDOM

  • Number of pages

    20

  • Pages from-to

    1-22

  • UT code for WoS article

    000598937700001

  • EID of the result in the Scopus database

    2-s2.0-85097566816