Markov decision process for traffic control at an isolated intersection

Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI

Volumn , Issue , 2013, Pages 789-794

  Yin, Biao ^a   Dridi, Mahjoub ^a   Moudni, Abdellah El ^a  

^a UNIVERSITÉ DE TECHNOLOGIE DE BELFORT MONTBÉLIARD   (France)

Author keywords

average waiting time; Fairness; intersection; Markov Decision Process

Indexed keywords

ANALYSIS OF SIMULATIONS; AVERAGE WAITING-TIME; FAIRNESS; ISOLATED INTERSECTION; ITERATIVE ALGORITHM; MARKOV DECISION PROCESSES; NUMBER OF VEHICLES; TRAFFIC INTERSECTIONS;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; GLOBAL OPTIMIZATION; INTERSECTIONS; SYSTEM STABILITY; TOOLS; TRAFFIC CONTROL;

MARKOV PROCESSES;

EID: 84897683297     PISSN: 10823409     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICTAI.2013.121     Document Type: Conference Paper

References (10)

1. D. I. Robertson, ""transyt" method for area traffic control," Traffic Engineering & Control, vol. 11, no. 6, 1969.
2. R. Haijema, Solving large structured Markov Decision Problems for perishable inventory management and traffic control. Thela Thesis, 2008.[Online]. Available: Http://dare.uva.nl/document/122299
3. P. Hunt, D. Robertson, R. Bretherton, and M. Royle, " The scoot on-line traffic signal optimisation technique," Traffic Engineering & Control, vol. 23, no. 4, 1982.
4. P. Lowrie, "The sydney coordinated adaptive traffic system-principles, methodology, algorithms, " in International Conference on Road Traffic Signalling, 1982, London, United Kingdom, no. 207, 1982.
5. K. L. Head, "Event-based short-term traffic flow prediction model," Transportation Research Record, no. 1510, pp. 45-52, 1995.
6. X. Zheng, W. Recker, and L. Chu, "Optimiza tion of control parameters for adaptive traffic-actuated signal control," Journal of Intelligent Transportation Systems, vol. 14, no. 2, pp. 95-108, 2010.
7. X.-H. Yu and A. R. Stubberud, "Marko vian decision control for traffic signal systems," in Decision and Control, 1997., Proceedings of the 36th IEEE Conference on, vol. 5. IEEE, 1997, pp. 4782-4787.
8. X.-H. Yu and W. W. Recker, " Stochastic adaptive control model for traffic signal systems," Transportation Research Part C: Emerging Technologies, vol. 14, no. 4, pp. 263-282, 2006.
9. R. Haijema and J. Van der Wal, " An mdp decomposition approach for traffic control at isolated signalized intersections," Probability in the Engineering and Informational Sciences, vol. 22, no. 04, pp. 587-602, 2008.
10. D. P. De Farias and B. Van Roy, " The linear programming approach to approximate dynamic programming," Operations Research, vol. 51, no. 6, pp. 850-865, 2003.