DocumentCode
2225387
Title
Modification of PSO algorithm for the purpose of space exploration
Author
Masár, M. ; Zelenka, J.
Author_Institution
Ustav informatiky SAV, Bratislava, Slovakia
fYear
2012
fDate
26-28 Jan. 2012
Firstpage
223
Lastpage
226
Abstract
Space exploration is usual task in multi-robot coordination. There are several methods that are applied to this issue. To address this problem, we propose modification of PSO algorithm which is described in this paper. Beside the fact that in our method a virtual particles are meant to be embedded in a real robots, the main changes, compared to the classical PSO, are in a fitness function and a cognitive component.
Keywords
multi-robot systems; particle swarm optimisation; PSO algorithm; cognitive component; fitness function; multirobot coordination; space exploration; virtual particles; Clustering algorithms; Particle swarm optimization; Proposals; Robot kinematics; Space exploration; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Applied Machine Intelligence and Informatics (SAMI), 2012 IEEE 10th International Symposium on
Conference_Location
Herl´any
Print_ISBN
978-1-4577-0196-2
Type
conf
DOI
10.1109/SAMI.2012.6208962
Filename
6208962
Link To Document