Population structure and particle swarm performance
Kennedy, J.
Mendes, R.
Bur. of Labor Stat., Washington, DC;
This paper appears in: Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Publication Date: 2002
Volume: 2,
On page(s): 1671-1676
Meeting Date: 05/12/2002 - 05/17/2002
Location: Honolulu, HI, USA
ISBN: 0-7803-7282-4
References Cited: 11
INSPEC Accession Number: 7328933
Digital Object Identifier: 10.1109/CEC.2002.1004493
Current Version Published: 2002-08-07
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
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