DocumentCode :
666231
Title :
A multi-intersection coordinated control algorithm based on game theory and maximal flow
Author :
Zhongjian Dai ; Hao Dong ; Qinglin Wang
Author_Institution :
Sch. of Autom., Beijing Inst. of Technol., Beijing, China
fYear :
2013
fDate :
10-13 Nov. 2013
Firstpage :
3258
Lastpage :
3263
Abstract :
This paper proposes an algorithm to solve multi - intersection coordinated control problem, which combines the maximal flow theory with the game theory and considers both the individual interests of one intersection and the interests of the whole traffic network. The game theory model of signal intersection and the game theory model of 2 intersections coordination are established. And it is proved that the network capacity can be described by maximal flow of the traffic graph. The payoff function of players in a game is improved through combining with the maximal flow. So, the public interests and individual interests are combined in this paper. A method of generating the unique solution from Nash equilibriums is used in this paper. The running logic rule of the control system is given. The results of the simulation experiment show that the algorithm based on game theory and maximal flow reduces the average delay time of vehicles more effectively and it is more stable than Webster method and the game theory without maximal flow method.
Keywords :
game theory; graph theory; road traffic control; Nash equilibrium; Webster method; game theory; logic rule; maximal flow theory; multiintersection coordinated control algorithm; network capacity; payoff function; signal intersection; traffic graph; traffic network; Algorithm design and analysis; Delays; Games; Nash equilibrium; Roads; Vehicles; Nash equilibrium; coordinated control; game theory; maximal flow; network flow; traffic control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location :
Vienna
ISSN :
1553-572X
Type :
conf
DOI :
10.1109/IECON.2013.6699650
Filename :
6699650
Link To Document :
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