Title :
The roles of small-world and degree heterogeneity on evolutionary behavior networks
Author :
Yang, Yang ; Li, Xiang ; Rong, Zhihai
Author_Institution :
Dept. of Electron. Eng., Fudan Univ., Shanghai, China
fDate :
May 30 2010-June 2 2010
Abstract :
This paper studies the roles of small-world and degree heterogeneity features on the behavioral diversity in a structured population. The findings conclude that the collective behaviors are prone to the much higher diversity in a homogeneous structure due to the small-world effect, yet they are affected little in a scale-free structure. And the degree heterogeneity promotes the behavioral diversity a little while the population structure is homogeneous, but inhibits diversity while it is scale-free. Our work may be helpful for better understanding the collective evolutionary dynamic behaviors in a homogeneous or scale-free structured population.
Keywords :
behavioural sciences; complex networks; evolutionary computation; behavioral diversity; degree heterogeneity features; evolutionary behavior network; scale free structure; small world roles; structured population; Adaptive control; Adaptive systems; Automation; Complex networks; Game theory; Genetic mutations; Humans; Matrix converters; Programmable control; Research and development; behavioral network; replicator-mutator dynamics; scale-free; small-world;
Conference_Titel :
Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-5308-5
Electronic_ISBN :
978-1-4244-5309-2
DOI :
10.1109/ISCAS.2010.5537718