Large-scale Microscopic Simulation of Taxi Services

Simple item page
dc.contributor.authorMaciejewski, MichaƂ
dc.contributor.authorBischoff, Joschka
dc.date.accessioned2018-11-26T10:24:41Z
dc.date.available2018-11-26T10:24:41Z
dc.date.issued2015
dc.description.abstractThe paper presents research on large-scale microscopic simulation of taxi services in Berlin based on floating car data collected by the Taxi Berlin fleet, the largest taxi association in Germany's capital. Firstly, Berlin's taxi market is shortly described and the demand and supply data obtained from FCD analysed. Secondly, the online taxi dispatching problem formulation for this specific case is given, followed by the definition of two real-time rule-based heuristics used to dispatch taxis dynamically within the simulation. Finally, the simulation setup in MATSim is described, and the results obtained with both heuristics are analysed and compared in terms of dispatching performance, proving the effectiveness of the second strategy at different demand scales.en
dc.identifier.issn1877-0509
dc.identifier.urihttps://depositonce.tu-berlin.de/handle/11303/8561
dc.identifier.urihttp://dx.doi.org/10.14279/depositonce-7695
dc.language.isoen
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject.ddc380 Handel, Kommunikation, Verkehrde
dc.subject.ddc004 Datenverarbeitung; Informatikde
dc.subject.otheronline taxi dispatchingen
dc.subject.otherdynamic vehicle routingen
dc.subject.otherfloating car dataen
dc.subject.otherBerlinen
dc.subject.otherMATSimen
dc.subject.othermicroscopic simulationen
dc.titleLarge-scale Microscopic Simulation of Taxi Servicesen
dc.typeArticleen
dc.type.versionpublishedVersionen
dcterms.bibliographicCitation.doi10.1016/j.procs.2015.05.107
dcterms.bibliographicCitation.journaltitleProcedia Computer Scienceen
dcterms.bibliographicCitation.originalpublishernameElsevieren
dcterms.bibliographicCitation.originalpublisherplaceAmsterdam [u.a.]de
dcterms.bibliographicCitation.pageend364
dcterms.bibliographicCitation.pagestart358
dcterms.bibliographicCitation.volume52
tub.accessrights.dnbfree
tub.affiliationFak. 5 Verkehrs- und Maschinensysteme::Inst. Land- und Seeverkehr (ILS)::FG Verkehrssystemplanung und Verkehrstelematikde
tub.affiliation.facultyFak. 5 Verkehrs- und Maschinensystemede
tub.affiliation.groupFG Verkehrssystemplanung und Verkehrstelematikde
tub.affiliation.instituteInst. Land- und Seeverkehr (ILS)de
tub.publisher.universityorinstitutionTechnische UniversitÀt Berlinde

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
1-s2.0-S1877050915009072-main.pdf
Size:
4.62 MB
Format:
Adobe Portable Document Format
Download

Collections

Publications