Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/44299
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dc.contributor.authorMedina, Javier Sánchezen_US
dc.contributor.authorMoreno, Manuel Galánen_US
dc.contributor.authorRoyo, Enrique Rubioen_US
dc.date.accessioned2018-11-21T21:49:21Z-
dc.date.available2018-11-21T21:49:21Z-
dc.date.issued2005en_US
dc.identifier.isbn978-3-540-26319-7en_US
dc.identifier.issn0302-9743en_US
dc.identifier.urihttp://hdl.handle.net/10553/44299-
dc.description.abstractLast year we presented at the CEC2004 conference a novel architecture for traffic light cycles optimization. The heart of this architecture is a Traffic Simulator used as the evaluation tool (fitness function) within the Genetic Algorithm. Initially we allowed the simulator to have a random behavior. Although the results from this sort of simulation were consistent, it was necessary to run a huge amount of simulations before we could get a significant value for the fitness of each individual of the population. So we assumed some simplifications to be able to use a deterministic simulator instead of the stochastic one. In this paper we will confirm that it was the right decision; we will show that there is a strong linear correlation between the results of both simulators. Hence we show that the fitness ranking obtained by the deterministic simulator is as good as the obtained with the stochastic one.en_US
dc.languageengen_US
dc.relation.ispartofLecture Notes in Computer Scienceen_US
dc.sourceMira J., Álvarez J.R. (eds) Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach. IWINAC 2005. Lecture Notes in Computer Science, vol 3562. Springer, Berlin, Heidelbergen_US
dc.subject120304 Inteligencia artificialen_US
dc.subject120326 Simulaciónen_US
dc.subject332702 Análisis del traficoen_US
dc.subject.otherModelen_US
dc.titleStochastic vs deterministic traffic simulator. Comparative study for its use within a traffic light cycles optimization architectureen_US
dc.typeinfo:eu-repo/semantics/conferenceObjecten_US
dc.typeConferenceObjecten_US
dc.relation.conference1st International Work-Conference on the Interplay Between Natural and Artificial Computationen_US
dc.identifier.doi10.1007/11499305_64en_US
dc.identifier.scopus26444468142-
dc.identifier.isi000230386700064-
dc.contributor.authorscopusid26421466600-
dc.contributor.authorscopusid8905740000-
dc.contributor.authorscopusid7101626071-
dc.identifier.eissn1611-3349-
dc.description.lastpage631en_US
dc.identifier.issue2-
dc.description.firstpage622en_US
dc.relation.volume3562en_US
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Actas de congresosen_US
dc.contributor.daisngid1882101-
dc.contributor.daisngid30578744-
dc.contributor.daisngid3202168-
dc.utils.revisionen_US
dc.contributor.wosstandardWOS:Median, JS-
dc.contributor.wosstandardWOS:Moreno, MG-
dc.contributor.wosstandardWOS:Royo, ER-
dc.date.coverdateOctubre 2005en_US
dc.identifier.conferenceidevents120461-
dc.identifier.ulpgcen_US
dc.description.jcr0,402
dc.description.jcrqQ4
item.fulltextSin texto completo-
item.grantfulltextnone-
crisitem.event.eventsstartdate15-06-2005-
crisitem.event.eventsenddate18-06-2005-
crisitem.author.deptGIR IUCES: Centro de Innovación para la Empresa, el Turismo, la Internacionalización y la Sostenibilidad-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.deptGIR IUCTC: Centro de Innovación para la Sociedad de la Información-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.orcid0000-0003-2530-3182-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.fullNameSánchez Medina, Javier Jesús-
crisitem.author.fullNameRubio Royo,Enrique-
Appears in Collections:Actas de congresos
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