dc.creator | Fernández de Vega, Francisco | es |
dc.creator | Galeano Gil, German | es |
dc.creator | Gómez Pulido, Juan Antonio | es |
dc.creator | Guisado Lizar, José Luis | es |
dc.date.accessioned | 2018-05-03T09:53:17Z | |
dc.date.available | 2018-05-03T09:53:17Z | |
dc.date.issued | 2004 | |
dc.identifier.citation | Fernández de Vega, F., Galeano Gil, G., Gómez Pulido, J.A. y Guisado Lízar, J.L. (2004). Control of Bloat in Genetic Programming by Means of the Island Model. En PPSN 2004: 8th International Conference on Parallel Problem Solving from Nature (263-271), Birmingham, UK: Springer. | |
dc.identifier.isbn | 978-3-540-23092-2 | es |
dc.identifier.issn | 0302-9743 | es |
dc.identifier.uri | https://hdl.handle.net/11441/73954 | |
dc.description.abstract | This paper presents a new proposal for reducing bloat in Genetic
Programming. This proposal is based in a well-known parallel evolutionary
model: the island model. We firstly describe the theoretical motivation for this
new approach to the bloat problem, and then we present a set of experiments
that gives us evidence of the findings extracted from the theory. The experiments
have been performed on a representative problem extracted from the GP
field: the even parity 5 problem. We analyse the evolution of bloat employing
different settings for the parameters employed. The conclusion is that the Island
Model helps to prevent the bloat phenomenon. | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Springer | es |
dc.relation.ispartof | PPSN 2004: 8th International Conference on Parallel Problem Solving from Nature (2004), p 263-271 | |
dc.rights | Atribución-NoComercial-SinDerivadas 3.0 Estados Unidos de América | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.title | Control of Bloat in Genetic Programming by Means of the Island Model | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/submittedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Arquitectura y Tecnología de Computadores | es |
dc.relation.publisherversion | https://link.springer.com/chapter/10.1007/978-3-540-30217-9_27 | es |
dc.identifier.doi | 10.1007/978-3-540-30217-9_27 | es |
idus.format.extent | 9 | es |
dc.publication.initialPage | 263 | es |
dc.publication.endPage | 271 | es |
dc.eventtitle | PPSN 2004: 8th International Conference on Parallel Problem Solving from Nature | es |
dc.eventinstitution | Birmingham, UK | es |
dc.relation.publicationplace | Berlín | es |
dc.identifier.sisius | 6524249 | es |