Particle swarm optimization with fractional-order velocity

This paper proposes a novel method for controlling the convergence rate of a particle swarm optimization algorithm using fractional calculus (FC) concepts. The optimization is tested for several well-known functions and the relationship between the fractional order velocity and the convergence of th...

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Bibliographic Details
Main Author: Pires, E. J. Solteiro (author)
Other Authors: Machado, J. A. Tenreiro (author), Oliveira, P. B. Moura (author), Cunha, J. Boaventura (author), Mendes, Luís (author)
Format: article
Language:eng
Published: 2014
Subjects:
Particle swarm optimization
Fractional calculus
Online Access:http://hdl.handle.net/10400.22/4268
Country:Portugal
Oai:oai:recipp.ipp.pt:10400.22/4268

Internet

http://hdl.handle.net/10400.22/4268

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