Title :
A Computational Market for Distributed Control of Urban Road Traffic Systems
Author :
Vasirani, Matteo ; Ossowski, Sascha
Author_Institution :
Centre for Intell. IT, Univ. Rey Juan Carlos, Madrid, Spain
fDate :
6/1/2011 12:00:00 AM
Abstract :
In the last decade, economic approaches based on computational markets have been proposed as a paradigm for the design and control of complex sociotechnical systems, such as urban road traffic systems. The control problem of an urban road traffic system can be modeled as a distributed resource-allocation problem to apply market-based techniques as solution methods. In this paper, we design a competitive computational market, where driver agents trade the use of the capacity inside the intersections with intersection manager agents. We show how the market dynamics influence the drivers´ behavior, leading to a more efficient use of the urban road traffic system, in terms of lower average travel times and less congestion.
Keywords :
control engineering computing; distributed control; multi-agent systems; resource allocation; road traffic; socio-economic effects; competitive computational market; distributed control; distributed resource allocation problem; driver agents; economic approaches; intersection manager agents; market based techniques; sociotechnical systems; urban road traffic systems; Biological system modeling; Cities and towns; Distributed control; Driver circuits; Humans; Roads; Vehicles; Adaptive traffic assignment; intelligent vehicles; market-based control; multiagent systems;
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
DOI :
10.1109/TITS.2011.2104956