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
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;
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
DOI :
10.1109/CEC.2013.6557862
