DocumentCode :
3638934
Title :
Preliminary investigation on relations between complex networks and evolutionary algorithms dynamics
Author :
Ivan Zelinka;Donald Davendra;Václav Snášel;Roman Jašek;Roman Šenkeřík;Zuzana Oplatková
Author_Institution :
Department of Informatics, Faculty of Electrical Engineering and Computing Science, Technical University of Ostrava, Tr. 17., Listopadu 15, Czech Republic
fYear :
2010
Firstpage :
148
Lastpage :
153
Abstract :
In this article we discuss relations between the so-called complex networks and dynamics of evolutionary algorithms. The main aim of this article is to investigate whether it is possible to model (or vizualize) evolutionary dynamics as complex networks, whose connections will represent interactions amongst the individuals during all generations. Our simulations are based on selected evolutionary algorithms (2 algorithms in 6 versions) and test functions (4 out of 17). Data obtained through the simulations were processed graphically as well as statistically.
Keywords :
"Complex networks","Heuristic algorithms","Evolutionary computation","Chaos","Lead","Computers","Algorithm design and analysis"
Publisher :
ieee
Conference_Titel :
Computer Information Systems and Industrial Management Applications (CISIM), 2010 International Conference on
Print_ISBN :
978-1-4244-7817-0
Type :
conf
DOI :
10.1109/CISIM.2010.5643674
Filename :
5643674
Link To Document :
بازگشت