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Sixth International Conference on Hybrid Intelligent Systems (HIS'06)
Advanced Meta-PSO
Auckland, New Zealand
December 13-December 15
ISBN: 0-7695-2662-4
Christian Veenhuis, Fraunhofer IPK, Germany
One issue in applying PSO is to find a good working set of parameters. The standard settings are often work sufficiently but don?t exhaust the possibilities of PSO. This paper proposes an extended Meta-PSO approach to optimize the PSO parameters as well as the neighborhood topology for a given problem by PSO itself. It is applied to four typical benchmark functions known from literature. The good results indicate that PSO is capable of optimizing itself.
Citation:
Christian Veenhuis, "Advanced Meta-PSO," his, pp.54, Sixth International Conference on Hybrid Intelligent Systems (HIS'06), 2006
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