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Self-organizing Migration Algorithm on GPU with CUDA

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F13%3A43869916" target="_blank" >RIV/70883521:28140/13:43869916 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1007/978-3-642-32922-7_18" target="_blank" >http://dx.doi.org/10.1007/978-3-642-32922-7_18</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-642-32922-7_18" target="_blank" >10.1007/978-3-642-32922-7_18</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Self-organizing Migration Algorithm on GPU with CUDA

  • Original language description

    A modification of Self-organizing migration algorithm for general-purpose computing on graphics processing units is proposed in this paper. The algorithm is implemented in C++ with its core parts in c-CUDA. Its implementation details and performance areevaluated and compared to previous, pure C++ version of algorithm. 6 commonly used artificial test functions are used to test the performance. The test results clearly show significant speed gains without a compromise in convergence quality.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JD - Use of computers, robotics and its application

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    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

    Soft Computing Models in Industrial and Environmental Applications

  • ISBN

    978-3-642-32921-0

  • ISSN

    2194-5357

  • e-ISSN

  • Number of pages

    10

  • Pages from-to

    173-182

  • Publisher name

    Springer-Verlag Berlin

  • Place of publication

    Heidelberg

  • Event location

    Ostrava

  • Event date

    Sep 5, 2012

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000312974600018