• DocumentCode
    2376306
  • Title

    The effect of environmental dynamism on evolution and evolvability

  • Author

    Vesonder, Gregg T.

  • Author_Institution
    AT&T Labs. - Res., Shannon Lab., Florham Park, NJ, USA
  • fYear
    2011
  • fDate
    9-12 Oct. 2011
  • Firstpage
    296
  • Lastpage
    300
  • Abstract
    This paper describes a series of simulation experiments examining the effect of environmental dynamism on evolution and evolvability. Decreasing dynamism had a modest positive effect on evolution which was enhanced when mutation rate was decreased and culling was increased. Decreasing mutation rate and increasing culling had a stronger effect than either alone. Decreasing dynamism had a modest effect on evolvability and this effect increased to a point for decreasing mutation rates. Therefore both evolution and evolvability were affected by decreasing environmental dynamism but the evolvability advantage disappeared when population diversity was decreased.
  • Keywords
    artificial life; evolution (biological); evolutionary computation; genetics; culling; decreasing mutation rate; environmental dynamism; evolution; evolvability; population diversity; simulation experiments; Computational intelligence; Conferences; Alife; Soft computing; evolution; evolvability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
  • Conference_Location
    Anchorage, AK
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4577-0652-3
  • Type

    conf

  • DOI
    10.1109/ICSMC.2011.6083681
  • Filename
    6083681