Title :
PSO: the Reason for the Randomicity
Author :
Xiao, Renyue ; Wang, Chunchun ; Yu, Jinhai
Author_Institution :
Sch. of Math. Sci., South China Univ. of Technol., Guangzhou
Abstract :
The particle swarm optimization algorithm is a new kind of random optimization algorithm based on the swarm intelligence. It has been used in many field and it work very well. Many papers about the selection of the parameters have been written. This paper shows that the velocity vt of the PSO is cyclic when the parameters are constants. So It gives the reason for the randomicity in the PSO.
Keywords :
particle swarm optimisation; random processes; particle swarm optimization; random optimization; randomicity; swarm intelligence; Equations; Genetics; Particle swarm optimization; Velocity control; PSO; Randomicity; Reason; random;
Conference_Titel :
Genetic and Evolutionary Computing, 2008. WGEC '08. Second International Conference on
Conference_Location :
Hubei
Print_ISBN :
978-0-7695-3334-6
DOI :
10.1109/WGEC.2008.121
