Multi-agent traffic simulation with CUDA

dc.contributor.authorStrippgen, David
dc.contributor.authorNagel, Kai
dc.date.accessioned2018-11-27T14:51:16Z
dc.date.available2018-11-27T14:51:16Z
dc.date.issued2009
dc.description.abstractToday's graphics processing units (GPU) have tremendous resources when it comes to raw computing power. The simulation of large groups of agents in transport simulation has a huge demand of computation time. Therefore it seems reasonable to try to harvest this computing power for traffic simulation. Unfortunately simulating a network of traffic is inherently connected with random memory access. This is not a domain that the SIMD (single instruction, multiple data) architecture of GPUs is known to work well with. In this paper the authors will try to achieve a speedup by computing multi-agent traffic simulations on the graphics device using NVIDIA's CUDA framework.en
dc.identifier.isbn978-1-4244-4906-4
dc.identifier.urihttps://depositonce.tu-berlin.de//handle/11303/8605
dc.identifier.urihttp://dx.doi.org/10.14279/depositonce-7739
dc.language.isoen
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/
dc.subject.ddc380 Handel, Kommunikation, Verkehrde
dc.subject.othermulti agent simulationen
dc.subject.otherlarge-scale simulationen
dc.subject.otherGPGPUen
dc.subject.otherGPUen
dc.subject.othermulti-coreen
dc.subject.otherCUDAen
dc.titleMulti-agent traffic simulation with CUDAen
dc.typeConference Objecten
dc.type.versionacceptedVersionen
dcterms.bibliographicCitation.doi10.1109/HPCSIM.2009.5192895
dcterms.bibliographicCitation.originalpublishernameIEEEen
dcterms.bibliographicCitation.originalpublisherplacePiscataway, NJde
dcterms.bibliographicCitation.pageend114
dcterms.bibliographicCitation.pagestart106
dcterms.bibliographicCitation.proceedingstitle2009 International Conference on High Performance Computing & Simulationen
tub.accessrights.dnbdomain
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 Universität Berlinde
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