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Towards a benchmarking of Microscopic Traffic Flow Models

Brockfeld, Elmar and Kühne, Reinhart and Skabardonis, Alexander and Wagner, Peter (2003) Towards a benchmarking of Microscopic Traffic Flow Models. Transportation Research Records, 1852 (TRB200), pp. 124-129.

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Abstract

Several microscopic traffic models have been tested with a publicly available data set. The task was to predict the travel times between sever observers along a one-lane rural road, given as boundary conditions the flow into this road and the flow out of it. By using nonlinear optimization, for each of the models the best matching set of parameters have been estimated. For this particular data set, the models that performed best are the ones with the smalles number of parameters. The average error rate of the models is about 16 %, however, this value is not very reliable: the error rate fluctuates between 2.5 and 25 % for different parts of the data set.

Item URL in elib:https://elib.dlr.de/6646/
Document Type:Article
Title:Towards a benchmarking of Microscopic Traffic Flow Models
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Brockfeld, ElmarUNSPECIFIEDUNSPECIFIED
Kühne, ReinhartUNSPECIFIEDUNSPECIFIED
Skabardonis, AlexanderUNSPECIFIEDUNSPECIFIED
Wagner, PeterUNSPECIFIEDUNSPECIFIED
Date:2003
Journal or Publication Title:Transportation Research Records
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:1852
Page Range:pp. 124-129
Editors:
EditorsEmail
Transportation Research Board, UNSPECIFIED
Status:Published
Keywords:calibration, validation, simulation, models, microscopic flow models
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:other
DLR - Research area:Transport
DLR - Program:V - no assignment
DLR - Research theme (Project):V - no assignment
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transport Research
Deposited By: Dumong, Andrea
Deposited On:03 Mar 2008
Last Modified:31 Jul 2019 19:14

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