• DocumentCode
    2220813
  • Title

    Evaluating landscape characteristics of dynamic benchmark functions

  • Author

    Bond, Ron ; Engelbrecht, Andries.P. ; Ombuki-Berman, Beatrice

  • Author_Institution
    Department of Computer Science, Brock University, St, Catharines, ON, Canada
  • fYear
    2015
  • fDate
    25-28 May 2015
  • Firstpage
    1343
  • Lastpage
    1350
  • Abstract
    This work provides a landscape analysis of the dynamic benchmark functions commonly used in multi-modal optimization. The benchmark analysis results reveal that the mechanisms responsible for dynamism in the current dynamic benchmarks do not significantly affect landscape features; thus suggesting a lack of representation for problems whose landscape features vary over time.
  • Keywords
    Benchmark testing; Finite element analysis; Generators; Heuristic algorithms; Measurement; Optimization; Standards;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation (CEC), 2015 IEEE Congress on
  • Conference_Location
    Sendai, Japan
  • Type

    conf

  • DOI
    10.1109/CEC.2015.7257044
  • Filename
    7257044
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2220813