Small worlds and mega-minds: effects of neighborhood topology onparticle swarm performance
Kennedy, J.
Bur. of Labor Stat.;
This paper appears in: Evolutionary Computation, 1999. CEC 99. Proceedings of the 1999 Congress on
Publication Date: 1999
Volume: 3,
On page(s): -1938 Vol. 3
Meeting Date: 07/06/1999 - 07/09/1999
Location: Washington, DC, USA
ISBN: 0-7803-5536-9
References Cited: 15
INSPEC Accession Number: 6346985
Digital Object Identifier: 10.1109/CEC.1999.785509
Current Version Published: 2002-08-06
Abstract
The study manipulated the neighborhood topologies of particle
swarms optimizing four test functions. Several social network structures
were tested, with “small-world” randomization of a specified
number of links. Sociometric structure and the small-world manipulation
interacted with function to produce a significant effect on performance
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