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Straight line programs: a new linear genetic programming approach

dc.contributor.authorAlonso González, César Luis 
dc.contributor.authorPuente Peinador, Jorge 
dc.contributor.authorMontaña, José Luis
dc.date.accessioned2015-12-14T10:45:56Z
dc.date.available2015-12-14T10:45:56Z
dc.date.issued2008
dc.identifier.isbn978-0-7695-3440-4
dc.identifier.urihttp://hdl.handle.net/10651/34027
dc.description.abstractTree encodings of programs are well known for their representative power and are used very often in genetic programming In this paper we experiment with a new data structure, named straight line program (slp), to represent computer programs. The main features of this structure are described and new recombination operators for GP related to slp’s are introduced. Experiments have been performed on symbolic regression problems. Results are encouraging and suggest that the GP approach based on slp’s consistently outperforms conventional GP based on tree structured representationsspa
dc.description.sponsorshipSupported by Spanish grant TIN2007-67466-C02-02 and TIN2007-67466-C02-01spa
dc.format.extent517-524spa
dc.language.isoengspa
dc.publisherIEEE Computer Societyspa
dc.relation.ispartof20th IEEE International Conference on Tools with Artificial Intelligence, 2008. ICTAI '08, 2spa
dc.rights© 2008 IEEE
dc.rightsCC Reconocimiento - No comercial - Sin obras derivadas 4.0 Internacional
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectStraight line programsspa
dc.subjectGenetic programmingspa
dc.titleStraight line programs: a new linear genetic programming approachspa
dc.typeinfo:eu-repo/semantics/bookPartspa
dc.identifier.doi10.1109/ICTAI.2008.14
dc.type.dcmitextspa
dc.relation.projectIDMEC/TIN2007-67466-C02-02spa
dc.relation.projectIDMEC/TIN2007-67466-C02-01
dc.relation.publisherversionhttp://dx.doi.org/10.1109/ICTAI.2008.14spa
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessspa


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