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
Link To Document :
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