DocumentCode
1636270
Title
Population structure and particle swarm performance
Author
Kennedy, James ; Mendes, Rui
Author_Institution
Bur. of Labor Stat., Washington, DC, USA
Volume
2
fYear
2002
fDate
6/24/1905 12:00:00 AM
Firstpage
1671
Lastpage
1676
Abstract
The effects of various population topologies on the particle swarm algorithm were systematically investigated. Random graphs were generated to specifications, and their performance on several criteria was compared. What makes a good population structure? We discovered that previous assumptions may not have been correct
Keywords
evolutionary computation; graph theory; optimisation; particle swarm algorithm; particle swarm performance; population structure; random graphs; Algorithm design and analysis; Lattices; Particle swarm optimization; Performance analysis; Performance evaluation; Region 7; Social network services; Statistics; Testing; Topology;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location
Honolulu, HI
Print_ISBN
0-7803-7282-4
Type
conf
DOI
10.1109/CEC.2002.1004493
Filename
1004493
Link To Document