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An Alternative Archiving Technique for Evolutionary Polygonal Approximation

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dc.affiliation.dptoUC3M. Departamento de Informáticaes
dc.affiliation.grupoinvUC3M. Grupo de Investigación: Inteligencia Artificial Aplicada (GIAA)es
dc.contributor.authorGuerrero Madrid, José Luises
dc.contributor.authorBerlanga de Jesús, Antonioes
dc.contributor.authorMolina, José M.es
dc.date.accessioned2014-02-27T10:26:00Z
dc.date.available2014-02-27T10:26:00Z
dc.date.issued2013
dc.descriptionProceedings of: Fifth International Conference on Future Computational Technologies and Applications (FUTURE COMPUTING 2013), Valencia, Spain, May 27 - June 1, 2013en
dc.description.abstractArchiving procedures are a key parameter for Multi-objective evolutionary algorithms, since they guarantee the algorithm convergence and the good spread of the obtained solutions in the final Pareto front. For many practical applications, the cost of the algorithm is clearly dominated by the computational cost of the underlying fitness functions, allowing complex processes to be incorporated into the archiving procedure. This work presents a study of the archiving technique for evolutionary polygonal approximation (the division of a given curve into a set of n segments represented by a linear model) based on the epsilon-glitch concept, highlighting the cost of the technique compared to the fitness computation, and proposing a novel alternative archiving procedure, which yields statistically significant better results compared to available approaches.en
dc.description.sponsorshipThis work was supported in part by Projects MINECO TEC2012-37832-C02-01, CICYT TEC2011-28626-C02-02, CAM CONTEXTS (S2009/TIC-1485)en
dc.description.statusPublicadoes
dc.format.extent6
dc.format.mimetypeapplication/pdf
dc.identifier.bibliographicCitationFUTURE COMPUTING 2013: The Fifth International Conference on Future Computational Technologies and Applications (2013), Valencia, Spain, May 27 - June 1, 2013, pp. 68-73. ISBN: 978-1-61208-272-1en
dc.identifier.isbn978-1-61208-272-1
dc.identifier.issn2308-3735
dc.identifier.publicationfirstpage68
dc.identifier.publicationlastpage73
dc.identifier.publicationtitleFUTURE COMPUTING 2013: The Fifth International Conference on Future Computational Technologies and Applicationsen
dc.identifier.urihttps://hdl.handle.net/10016/18360
dc.identifier.uxxiCC/0000020628
dc.language.isoenges
dc.publisherInternational Academy, Research, and Industry Association (IARIA)en
dc.relation.eventdateMay 27 - June 1, 2013es
dc.relation.eventnumber5
dc.relation.eventplaceValenciaes
dc.relation.eventtitleThe Fifth International Conference on Future Computational Technologies and Applications (FUTURE COMPUTING 2013)en
dc.relation.projectIDComunidad de Madrid. S2009/TIC-1485/CONTEXTSes
dc.relation.projectIDGobierno de España. TEC2011-28626-C02-02es
dc.relation.projectIDGobierno de España. TEC2012-37832-C02-01
dc.rightsAtribución-NoComercial-SinDerivadas 3.0 España*
dc.rights.accessRightsopen accessen
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/*
dc.subject.otherPolygonal approximationen
dc.subject.otherSegmentationen
dc.subject.otherMulti-Objective Evolutionary Algorithmsen
dc.titleAn Alternative Archiving Technique for Evolutionary Polygonal Approximationen
dc.typeconference paper*
dc.type.hasVersionVoR*
dspace.entity.typePublication
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