• DocumentCode
    1644127
  • Title

    Recombining angles in Differential Evolution

  • Author

    Kristensen, Thomas G.

  • Author_Institution
    Bioinf. Res. Center, Aarhus Univ., Arhus
  • fYear
    2009
  • Firstpage
    3353
  • Lastpage
    3356
  • Abstract
    In this paper we wish to investigate how optimization problems involving angles can best be handled when using Differential Evolution (DE) as the optimization technique. Specifically we state the hypothesis that angles should not be recombined naively. To investigate this hypothesis we define two simple optimization problems involving angles and investigate our hypothesis on these by creating two angle recombination strategies for the DE algorithm. Our hope is that real world problems containing angles can benefit from this study, and we therefore test our hypothesis on a problem from the field of computational chemistry.
  • Keywords
    evolutionary computation; optimisation; angle recombination strategy; differential evolution; optimization problem; Bioinformatics; Chemistry; Chromium; Design optimization; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2009. CEC '09. IEEE Congress on
  • Conference_Location
    Trondheim
  • Print_ISBN
    978-1-4244-2958-5
  • Electronic_ISBN
    978-1-4244-2959-2
  • Type

    conf

  • DOI
    10.1109/CEC.2009.4983370
  • Filename
    4983370