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
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;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4577-0652-3
DOI :
10.1109/ICSMC.2011.6083681