Publicação
Particle swarm optimization with fractional-order velocity
| dc.contributor.author | Pires, E. J. Solteiro | |
| dc.contributor.author | Machado, J. A. Tenreiro | |
| dc.contributor.author | Oliveira, P. B. Moura | |
| dc.contributor.author | Cunha, J. Boaventura | |
| dc.contributor.author | Mendes, Luís | |
| dc.date.accessioned | 2014-03-27T15:31:18Z | |
| dc.date.available | 2014-03-27T15:31:18Z | |
| dc.date.issued | 2010 | |
| dc.description.abstract | 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 the algorithm is observed. The FC demonstrates a potential for interpreting evolution of the algorithm and to control its convergence. | por |
| dc.identifier.doi | 10.1007/s11071-009-9649-y | pt_PT |
| dc.identifier.issn | 0924-090X | |
| dc.identifier.issn | 1573-269X | |
| dc.identifier.uri | http://hdl.handle.net/10400.22/4268 | |
| dc.language.iso | eng | por |
| dc.peerreviewed | yes | por |
| dc.publisher | Springer | por |
| dc.relation.ispartofseries | Nonlinear Dynamics; Vol. 61, Issue 1-2 | |
| dc.relation.publisherversion | http://link.springer.com/article/10.1007%2Fs11071-009-9649-y | por |
| dc.subject | Particle swarm optimization | por |
| dc.subject | Fractional calculus | por |
| dc.title | Particle swarm optimization with fractional-order velocity | por |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| oaire.citation.endPage | 301 | por |
| oaire.citation.issue | Issue 1-2 | por |
| oaire.citation.startPage | 295 | por |
| oaire.citation.title | Nonlinear Dynamics | por |
| oaire.citation.volume | Vol. 61 | por |
| person.familyName | Tenreiro Machado | |
| person.givenName | J. A. | |
| person.identifier.ciencia-id | 7A18-4935-5B29 | |
| person.identifier.orcid | 0000-0003-4274-4879 | |
| person.identifier.rid | M-2173-2013 | |
| person.identifier.scopus-author-id | 55989030100 | |
| rcaap.rights | openAccess | por |
| rcaap.type | article | por |
| relation.isAuthorOfPublication | 82cd5c17-07b6-492b-b3e3-ecebdad1254f | |
| relation.isAuthorOfPublication.latestForDiscovery | 82cd5c17-07b6-492b-b3e3-ecebdad1254f |