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Learning sequences of rules using classifier systems with tags

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dc.affiliation.dptoUC3M. Departamento de Informáticaes
dc.affiliation.grupoinvUC3M. Grupo de Investigación: Computación Evolutiva y Redes Neuronales (EVANNAI)es
dc.contributor.authorSanchis de Miguel, María Araceli
dc.contributor.authorMolina López, José Manuel
dc.contributor.authorIsasi, Pedro
dc.contributor.authorSegovia, Javier
dc.date.accessioned2009-04-23T09:10:41Z
dc.date.available2009-04-23T09:10:41Z
dc.date.issued1999-10
dc.descriptionIEEE International Conference on Systems, Man, and Cybernetics. Tokyo, 12-15 October 1999.
dc.description.abstractThe objective of this paper was to obtain an encoding structure that would allow the genetic evolution of rules in such a manner that the number of rules and relationship in a classifier system (CS) would be learnt in the evolution process. For this purpose, an area that allows the definition of rule groups has been entered into the condition and message part of the encoded rules. This area is called internal tag. This term was coined because the system has some similarities with natural processes that take place in certain animal species, where the existence of tags allows them to communicate and recognize each other. Such CS is called a tag classifier system (TCS). The TCS has been tested in the game of draughts and compared with the classical CS. The results show an improving of the CS performance.
dc.format.mimetypeapplication/pdf
dc.identifier.bibliographicCitationIEEE International Conference on Systems, Man, and Cybernetics, 1999 : IEEE SMC '99 Conference Proceedings. vol 5, p. 624-629
dc.identifier.doi10.1109/ICSMC.1999.815624
dc.identifier.isbn0-7803-5731-0
dc.identifier.publicationfirstpage624
dc.identifier.publicationlastpage629
dc.identifier.publicationtitleIEEE International Conference on Systems, Man, and Cybernetics : SMC '99 Conference Proceedings
dc.identifier.urihttps://hdl.handle.net/10016/4050
dc.language.isoeng
dc.publisherIEEE
dc.relation.eventdate12-15 October 1999
dc.relation.eventplaceTokyo (Japan)
dc.relation.eventtitleIEEE International Conference on Systems, Man, and Cybernetics (SMC '99)
dc.relation.publisherversionhttp://dx.doi.org/10.1109/ICSMC.1999.815624
dc.rights© IEEE
dc.rights.accessRightsopen access
dc.subject.ecienciaInformática
dc.titleLearning sequences of rules using classifier systems with tags
dc.typeconference proceedings*
dspace.entity.typePublication
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