DocumentCode
618111
Title
Chaos PSO algorithm driven alternately by two different chaotic maps - An initial study
Author
Pluhacek, Michal ; Senkerik, Roman ; Zelinka, Ivan ; Davendra, Donald
Author_Institution
Fac. of Appl. Inf., Tomas Bata Univ. in Zlin, Zlin, Czech Republic
fYear
2013
fDate
20-23 June 2013
Firstpage
2444
Lastpage
2449
Abstract
In this paper, a new approach for chaos driven PSO algorithm is proposed. Two different chaotic maps are alternately used as pseudorandom number generators and switched over during the run of chaos driven PSO algorithm. The motivation for this research came from the previous successful experiments with PSO algorithm driven by different chaotic maps. Promising results of this innovative approach are presented in the results section and briefly analyzed.
Keywords
chaos; particle swarm optimisation; random number generation; chaos driven PSO algorithm; chaotic maps; particle swarm optimization; pseudorandom number generators; Algorithm design and analysis; Chaos; Generators; History; Optimization; Standards; Switches; Evolutionary algorithm; PSO; Particle swarm optimization; Swarm intelligence; chaos; optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation (CEC), 2013 IEEE Congress on
Conference_Location
Cancun
Print_ISBN
978-1-4799-0453-2
Electronic_ISBN
978-1-4799-0452-5
Type
conf
DOI
10.1109/CEC.2013.6557862
Filename
6557862
Link To Document