Route Optimization with Q-learning

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dc.contributor.authorDemircan, Semiye
dc.contributor.authorAydin, Musa
dc.contributor.authorDurduran, S. Savas
dc.date.accessioned2020-03-26T17:27:41Z
dc.date.available2020-03-26T17:27:41Z
dc.date.issued2008
dc.departmentSelçuk Üniversitesien_US
dc.description8th WSEAS International Conference on Applied Computer Science (ACS 08) -- NOV 21-23, 2008 -- Venice, ITALYen_US
dc.description.abstractDue to increasing energy requirement the consideration of route determination is becoming important. The aim of this project is to find optimum result considering its important criteria. In this work, Geographic Information System (GIS) based energy transmission route optimization had been performed. In this optimization, using Multiagent Systems which is subdirectory of Distributed Artificial Intelligence the criteria affecting energy transmission line had been severally analyzed. The application had been actualized on the Selcuk University Campus Area. Therefore the digital map of the campus area particularly had been composed containing of relevant criteria. Using Q-learning Algorithm of Multiagent System the optimum route had been determined.en_US
dc.description.sponsorshipWSEASen_US
dc.description.sponsorshipSelcuk University Scientific Research ProjectsSelcuk University; TUBITAKTurkiye Bilimsel ve Teknolojik Arastirma Kurumu (TUBITAK)en_US
dc.description.sponsorshipThe authors acknowledge the support of this study provided by Selcuk University Scientific Research Projects. The authors have also thanked to TUBITAK for their support of this study.en_US
dc.identifier.endpage+en_US
dc.identifier.isbn978-960-474-028-4
dc.identifier.issn1790-5109en_US
dc.identifier.startpage416en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/22622
dc.identifier.wosWOS:000264170900071en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherWORLD SCIENTIFIC AND ENGINEERING ACAD AND SOCen_US
dc.relation.ispartofPROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON APPLIED COMPUTER SCIENCE (ACS'08): RECENT ADVANCES ON APPLIED COMPUTER SCIENCEen_US
dc.relation.ispartofseriesRecent Advances in Computer Engineering
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectRoute Analysisen_US
dc.subjectQ-learningen_US
dc.subjectOptimizationen_US
dc.subjectGISen_US
dc.titleRoute Optimization with Q-learningen_US
dc.typeConference Objecten_US

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