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Organic Traffic Control Collaborative


Contact: Hartmut Schmeck

http://projects.aifb.kit.edu/effalg/otcqe


Project Status: completed


Description

Organic Traffic Control Collaborative (OTC2) aims at the realisation of an organic traffic control system capable of controlling and optimising traffic signals in urban road networks. In the predecessor project OTC an architecture for an adaptive learning node controller has been developed. This architecture is to be extended to allow for collaboration among the node controllers, which is a prerequisite for a network-wide optimisation. Hierarchically organised and completely decentralised approaches to the control problem will be considered. In the hierarchical approach, an additional layer of observer/controller components is responsible for coordination among the node controllers. Each additional observer/controller component is responsible for a sub-area, collecting data on the traffic situation and influencing the node controllers accordingly. In the completely decentralised approach, node controllers collaborate locally by exchanging information with their neighbours to achieve a network-wide optimisation. Both approaches will be tested and examined. Possibilities for a fusion of both will be considered. The combination of decentralised control pursuing fine-grained goals with higherlevel observation and control having a more abstract point of view is expected to be applicable to a broad range of problems worked on in the Organic Computing community.


Involved Persons
Jürgen Branke, Holger Prothmann, Hartmut Schmeck


Information

from: 1 Juli 2007
until: 30 Juni 2009
Funding: DFG
Predecessing Project: OTC


Partners

Leibniz Universität Hannover


Research Group

Efficient Algorithms


Area of Research

Evolutionary Computing, Organic Computing, Machine Learning, Global Optimization, Evolutionary Strategies, Genetic Algorithms, Evolutionary Optimization Of Dynamic Problems, Nature-inspired Algorithms, Human Computer Systems


Publications Belonging to the Project
 - book
 - incollection
 - booklet
 - proceedings
 - techreport
 - deliverable
 - manual
 - misc
 - unpublished





Inhaltsverzeichnis

article

Holger Prothmann, Jürgen Branke, Hartmut Schmeck, Sven Tomforde, Fabian Rochner, Jörg Hähner, Christian Müller-Schloer
Organic traffic light control for urban road networks
International Journal of Autonomous and Adaptive Communications Systems, 2, (3), pages 203-225, 2009
(Details)


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inproceedings

Jürgen Branke, Moez Mnif, Christian Müller-Schloer, Holger Prothmann, Urban Richter, Fabian Rochner, Hartmut Schmeck
Organic Computing - Addressing Complexity by Controlled Self-Organization
In Tiziana Margaria, Anna Philippou, and Bernhard Steffen, Post-Conference Proceedings of the 2nd International Symposium on Leveraging Applications of Formal Methods, Verification and Validation (ISoLA 2006), pages: 185-191, IEEE, November, 2006
(Details)


Jürgen Branke, Peter Goldate, Holger Prothmann
Actuated traffic signal optimisation using evolutionary algorithms
Proceedings of the 6th European Congress and Exhibition on Intelligent Transport Systems and Services (ITS07), ERTICO - ITS Europe, Juni, 2007
(Details)


Holger Prothmann, Hartmut Schmeck
Evolutionary algorithms for traffic signal optimisation: A survey
Proceedings of mobil.TUM 2009 - International Scientific Conference on Mobility and Transport, TU München, Mai, 2009
(Details)


Holger Prothmann, Fabian Rochner, Sven Tomforde, Jürgen Branke, Christian Müller-Schloer, Hartmut Schmeck
Organic Control of Traffic Lights
In Chunming Rong, Martin Gilje Jaatun, Frode Eika Sandnes, Laurence T. Yang, and Jianhua Ma, Proceedings of the 5th International Conference on Autonomic and Trusted Computing (ATC-08), pages: 219--233, Springer, LNCS, 5060, Juni, 2008
(Details)


Fabian Rochner, Holger Prothmann, Jürgen Branke, Christian Müller-Schloer, Hartmut Schmeck
An Organic Architecture for Traffic Light Controllers
In Christian Hochberger and Rüdiger Liskowsky, Informatik 2006 -- Informatik für Menschen, pages: 120--127, Köllen Verlag, Lecture Notes in Informatics (LNI), P-93, Oktober, 2006
(Details)


Sven Tomforde, Holger Prothmann, Jürgen Branke, Jörg Hähner, Christian Müller-Schloer, Hartmut Schmeck
Possibilities and Limitations of Decentralised Traffic Control Systems
2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010), pages: 3298-3306, IEEE Computer Society, Juli, 2010
(Details)


Sven Tomforde, Holger Prothmann, Fabian Rochner, Jürgen Branke, Jörg Hähner, Christian Müller-Schloer, Hartmut Schmeck
Decentralised Progressive Signal Systems for Organic Traffic Control
In Sven Brueckner and Paul Robertson and Umesh Bellur, Proceedings of the 2nd IEEE International Conference on Self-Adaption and Self-Organization (SASO 2008), pages: 413-422, IEEE, Oktober, 2008
(Details)


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book

Christian Müller-Schloer, Hartmut Schmeck, Theo Ungerer
Organic Computing - A Paradigm Shift for Complex Systems
Birkhäuser, Juni, 2011
(Details)


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phdthesis

Holger Prothmann
Organic Traffic Control
Hartmut Schmeck, Peter Vortisch, 2011/07/15, KIT, Fakultät für Wirtschaftswissenschaften
(Details)


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