Population structure and particle swarm performance

Authors:
J. Kennedy;R. Mendes
Affiliations:
Bur. of Labor Stat., Washington, DC, USA;Dept. of Comput. Sci. & Inf. Eng., Nat. Central Univ., Chungli, Taiwan
Venue:
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Year:
2002

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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.