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Parallel differential evolution in Unified Parallel C

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86088870" target="_blank" >RIV/61989100:27240/13:86088870 - isvavai.cz</a>

  • Alternative codes found

    RIV/61989100:27740/13:86088870

  • Result on the web

    <a href="http://dx.doi.org/10.1109/CEC.2013.6557629" target="_blank" >http://dx.doi.org/10.1109/CEC.2013.6557629</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/CEC.2013.6557629" target="_blank" >10.1109/CEC.2013.6557629</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Parallel differential evolution in Unified Parallel C

  • Original language description

    Distributed environments and emerging highly-parallel platforms provide a suitable hardware infrastructure for parallel Evolutionary Computation. Partitioned Global Address Space model is a well-known parallel computing model used to implement scalable algorithms for many-core systems and clusters. This study investigates the Unified Parallel C programming language as a tool for implementation of scalable evolutionary algorithms for high-dimensional problems. The design concepts and initial implementation are demonstrated on the Differential Evolution algorithm. The mapping of Differential Evolution concepts to Unified Parallel C features is presented and three variants of parallel Differential Evolution for many-core shared memory systems and clustersof computers with distributed memory are implemented and evaluated in the environment of a small real-world cluster.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>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

    2013 IEEE Congress on Evolutionary Computation, CEC 2013

  • ISBN

    978-1-4799-0454-9

  • ISSN

  • e-ISSN

  • Number of pages

    8

  • Pages from-to

    642-649

  • Publisher name

    IEEE

  • Place of publication

    New York

  • Event location

    Cancun

  • Event date

    Jun 20, 2013

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article