• DocumentCode
    3626987
  • Title

    Differential evolution for multiobjective optimization with self adaptation

  • Author

    Ales Zamuda;Janez Brest;Borko Boskovic;Viljem Zumer

  • Author_Institution
    Computer Architecture and Languages Laboratory, Institute of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ulica 17, SI-2000, Slovenia
  • fYear
    2007
  • Firstpage
    3617
  • Lastpage
    3624
  • Abstract
    This paper presents performance assessment of differential evolution for multiobjective optimization with self adaptation algorithm, which uses the self adaptation mechanism from evolution strategies to adapt F and CR parameters of the candidate creation in DE. Results for several runs on CEC2007 special session test functions are presented and assessed with different performance metrics. Based on these metrics, algorithm strengths and weaknesses are discussed.
  • Keywords
    "Chromium","Measurement","Evolutionary computation","Genetic mutations","Computer science","Automatic testing","Simulated annealing","Performance evaluation","Computer architecture","Ground penetrating radar"
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2007. CEC 2007. IEEE Congress on
  • ISSN
    1089-778X
  • Print_ISBN
    978-1-4244-1339-3
  • Electronic_ISBN
    1941-0026
  • Type

    conf

  • DOI
    10.1109/CEC.2007.4424941
  • Filename
    4424941
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3626987