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COLOMBO Deliverable 3.2: Results of the Offline Configuration and Tuning of the Emergent Behavior

Dubois-Lacoste, Jérémie and Stützle, Thomas and Milano, Michela and Bonfietti, Alessio and Belletti, Riccardo and Krajzewicz, Daniel (2015) COLOMBO Deliverable 3.2: Results of the Offline Configuration and Tuning of the Emergent Behavior. Project Report. Deliverable 3.2, 48 S.

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Official URL: http://www.colombo-fp7.eu

Abstract

The Deliverable 3.2 presents the technology behind the off-line configuration process used to find proper parameters for the traffic light algorithms presented in WP2’s Deliverable D2.3. The document gives an introduction into the topic of automatic configuration. It describes the main automatic algorithm configurators that have been considered for the COLOMBO tuning tasks, compares, their performance on available benchmark configuration scenarios, analyses in more detail the performance of the most promising configurator, the irace software package, and proposes various improvements to it. The deliverable then describes how to apply irace to automatic configuration tasks for the off-line configuration of the traffic light control software developed in WP2 and gives an in-depth experimental analysis of the performance we achieved by the automatic configuration on some traffic control scenarios that so far have been considered in the COLOMBO project.

Item URL in elib:https://elib.dlr.de/95549/
Document Type:Monograph (Project Report)
Title:COLOMBO Deliverable 3.2: Results of the Offline Configuration and Tuning of the Emergent Behavior
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Dubois-Lacoste, JérémieUniversité libre de BruxellesUNSPECIFIED
Stützle, ThomasUniversité libre de BruxellesUNSPECIFIED
Milano, MichelaUniversity of BolognaUNSPECIFIED
Bonfietti, AlessioUniversity of BolognaUNSPECIFIED
Belletti, RiccardoUniversity of BolognaUNSPECIFIED
Krajzewicz, Danieldaniel.krajzewicz (at) dlr.deUNSPECIFIED
Date:8 February 2015
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Number of Pages:48
Status:Published
Keywords:V2I, C2I, C2X, traffic light control, cooperative telematics, vehicle to infrastructure, optmisation
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Transport System
DLR - Research area:Transport
DLR - Program:V VS - Verkehrssystem
DLR - Research theme (Project):V - Urbane Mobilität (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transportation Systems > Traffic Management
Deposited By: Niebel, Dipl.-Ing. Wolfgang
Deposited On:03 Jun 2015 10:19
Last Modified:31 Jul 2019 19:52

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