• DocumentCode
    3637880
  • Title

    Large scale global optimization using self-adaptive differential evolution algorithm

  • Author

    Janez Brest;Aleš Zamuda;Iztok Fister;Mirjam Sepesy Maučec

  • Author_Institution
    Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ul. 17, 2000 Maribor, Slovenia
  • fYear
    2010
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    In this paper we present self-adaptive differential evolution algorithm jDElsgo on large scale global optimization. The experimental results obtained by our algorithm on benchmark functions provided for the CEC 2010 competition and special session on Large Scale Global Optimization are presented. The experiments were performed on 20 benchmark functions with high dimension D = 1000. Obtained results show that our algorithm performs highly competitive in comparison with the DECC-G∗, DECC-G and MLCC algorithms.
  • Keywords
    "Optimization","Chromium","Benchmark testing","Heuristic algorithms","Next generation networking","Indexes","Minimization"
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation (CEC), 2010 IEEE Congress on
  • Print_ISBN
    978-1-4244-6909-3
  • Type

    conf

  • DOI
    10.1109/CEC.2010.5585927
  • Filename
    5585927
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3637880