• DocumentCode
    3631425
  • Title

    Dynamic optimization using Self-Adaptive Differential Evolution

  • Author

    Janez Brest;Ales Zamuda;Borko Boskovic;Mirjam Sepesy Maucec;Viljem Zumer

  • Author_Institution
    Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ul. 17, 2000, Slovenia
  • fYear
    2009
  • Firstpage
    415
  • Lastpage
    422
  • Abstract
    In this paper we investigate a Self-Adaptive Differential Evolution algorithm (jDE) where F and CR control parameters are self-adapted and a multi-population method with aging mechanism is used. The performance of the jDE algorithm is evaluated on the set of benchmark functions provided for the CEC 2009 special session on evolutionary computation in dynamic and uncertain environments.
  • Keywords
    "Evolutionary computation","Benchmark testing","Chromium","Optimization methods","Aging","Space stations","Performance analysis","Computer science","Hybrid intelligent systems","Control systems"
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2009. CEC ´09. IEEE Congress on
  • ISSN
    1089-778X
  • Print_ISBN
    978-1-4244-2958-5
  • Electronic_ISBN
    1941-0026
  • Type

    conf

  • DOI
    10.1109/CEC.2009.4982976
  • Filename
    4982976
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3631425