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A methodology for the simulation based assessment of coordination strategies for signalized networks using Particle Swarm Optimization

Wolfermann, Axel and Kuwahara, Masao (2010) A methodology for the simulation based assessment of coordination strategies for signalized networks using Particle Swarm Optimization. 9th ITS Symposium Japan, 10.-11. Dez. 2010, Kyoto, Japan.

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Abstract

The coordination of signal programs at adjacent intersections offers many advantages, the most important being that travel times and emissions can be reduced. However, coordination is a multivariate optimization problem with many constraints. Numerous optimization strategies have been devised in the past. The quality of these coordination strategies depends on three major factors: the quality of the optimization procedure itself, the performance measures it is based upon, and the quality of the input data. In real world applications, the impact of the latter factor in relation to the other factors is commonly a source of great uncertainty. To be able to analyze all three factors, a methodology has been developed to compare different offline optimization strategies using complete information of the traffic flow. The complete information is obtained by using a mesoscopic traffic flow simulation (AVENUE). To have a benchmark for a given optimization function, the best possible coordination for given conditions (traffic demand etc.) is computed using Particle Swarm Optimization (PSO). Different strategies can then be compared to this benchmark and with each other. Furthermore, the stability of the strategies under changing traffic demand and the effect on different performance indices (e.g. number of stops, average delay) can be evaluated. This article describes the methodology, expands upon Particle Swarm Optimiza-tion as a useful tool in signal control, and highlights the opportunities arising out of the chosen approach.

Item URL in elib:https://elib.dlr.de/74825/
Document Type:Conference or Workshop Item (Paper, Poster)
Title:A methodology for the simulation based assessment of coordination strategies for signalized networks using Particle Swarm Optimization
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Wolfermann, AxelAdvanced Mobility Research Center (ITS Center), Institute of Industrial Science, The University of TokyoUNSPECIFIED
Kuwahara, MasaoTohoku University, Graduate School for Information SciencesUNSPECIFIED
Date:December 2010
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:Signal control, coordination, simulation based assessment, Particle Swarm Optimization
Event Title:9th ITS Symposium Japan
Event Location:Kyoto, Japan
Event Type:national Conference
Event Dates:10.-11. Dez. 2010
Organizer:ITS Japan, The University of Kyoto
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: Wolfermann, Dr.-Ing. Axel
Deposited On:13 Feb 2012 08:14
Last Modified:31 Jul 2019 19:35

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