Multi-agent system in urban traffic signal control

IEEE Computational Intelligence Magazine

Volumn 5, Issue 4, 2010, Pages 43-51

  Balaji, P G ^a   Srinivasan, D ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX PROBLEMS; DISTRIBUTED ARTIFICIAL INTELLIGENCE; DOMAIN EXPERTISE; MODULAR STRUCTURES; MULTI-AGENT; MULTIAGENT ARCHITECTURE; OPTIMAL SOLUTIONS; REAL-WORLD PROBLEM; SIGNAL CONTROL; SIGNAL CONTROLLER; SINGAPORE; SUB-PROBLEMS; TRAFFIC SIGNAL CONTROL; URBAN TRAFFIC NETWORKS; URBAN TRAFFIC SIGNAL CONTROL;

ADAPTIVE CONTROL SYSTEMS; MULTI AGENT SYSTEMS; STREET TRAFFIC CONTROL; TRAFFIC SIGNALS;

PROBLEM SOLVING;

EID: 77958493052     PISSN: 1556603X     EISSN: None     Source Type: Journal    
DOI: 10.1109/MCI.2010.938363     Document Type: Article

References (24)

1. N. R. Jennings, K. Sycara, and M. Woolridge, "A roadmap of agent research and development," Auton. Agents Multi-Agent Syst. J., vol.1, no.1, pp. 7-38, 1998.
2. H. S. Nwana, "Software agents: An overview," Knowl. Eng. Rev., vol.11, no.3, pp. 205-244, 1996.
3. N. Vlassis, "A concise introduction to multiagent systems and distributed artifical intelligence," in Synthesis Lectures Artificial Intelligence and Machine Learning, 1st ed. 2007.
4. P. Stone and M. Veloso, "Multiagent systems: A survey from the machine learning perspective," Auton. Robot., vol.8, no.3, pp. 1-56, July 2000.
5. Z. Ren and C. J. Anumba, "Learning in multi-agent systems: A case study of construction claim negotiation," Adv. Eng. Informatics, vol.16, no.4, pp. 265-275, 2002.
6. C. V. Goldman, "Learning in multi-agent systems," in Proc. 13th Nat. Conf. Artificial Intelligence and the 8th Innovative Applications of Artificial Intelligence Conf., 1996, vol.2, p. 1363.
7. E. Alonso, M. D'Inverno, D. Kudenko, M. Luck, and J. Noble, "Learning in multiagent systems," Knowl. Eng. Rev., vol.13, no.3, pp. 277-284, 2001.
8. F. Bergenti and A. Ricci, "Three approaches to the coordination of multiagent systems," in Proc. 2002 ACM Symp. Applied Computing, Mar. 2002, pp. 367-373.
9. S. J. Russell and P. Norvig, Artificial Intelligence: A Modern Approach, 2nd ed. Engelwood Cliffs, NJ: Prentice Hall, 2003.
10. A. Somani and L. Tesfatsion, "An agent-based test bed study of wholesale power market performance measures," IEEE Comput. Intell. Mag., vol.3, no.4, pp. 56-72, Nov. 2008.
11. G. Acampora, V. Loia, and M. Gaeta, "Exploring e-learning knowledge through ontological memetic agents," IEEE Comput. Intell. Mag., vol.5, no.2, pp. 66-77, May 2010.
12. C. S. Lee and M. H. Wang, "Ontology-based computational intelligent multiagent and its application to CMMI assessment," Appl. Intell., vol.30, no.3, pp. 203-219, June 2009.
13. C. S. Lee, M. H. Wang, and J. J. Chen, "Ontology-based intelligent decision support agent for CMMI project monitoring and control," Int. J. Approx. Reason., vol.48, pp. 62-76, Apr. 2008.
14. T. C. Hsia and M. Soderstrand, "Development of a micro robot system for playing soccer games," in Proc. Micro-Robot World Cup Soccer Tournament, 1996, pp. 149-152.
15. J. Bonneson, D. Middleton, K. Zimmermann, H. Charara, and M. Abbas, "Intelligent detection-control system for rural signalized intersections," Texas Transportation Inst., Rep. FHWA/TX-03/4022-2, Aug. 2002.
16. X.-H. Yu and A. R. Stubberud, "Markovian decision control for traffic signal systems," in Proc. 36th IEEE Conf. Decision Control, San Diego, CA, Dec. 1997, vol.5, pp. 4782-4787.
17. W. W. Recker, B. V. Ramanathan, X.-H. Yu, and M. G. McNally, "Markovian real-time adaptive control of signal systems," J. Math. Comput. Model., vol.22, no.4-7, pp. 355-375, 1995.
18. M. C. Choy, D. Srinivasan, and R. L. Cheu, "Cooperative, hybrid agent architecture for real-time traffic signal control," IEEE Trans. Syst., Man, Cybern. A, vol.33, no.5, pp. 597-607, 2003.
19. M. C. Choy, D. Srinivasan, and R. L. Cheu, "Neural networks for continuous online learning and control," IEEE Trans. Neural Networks, vol.17, no.6, pp. 1511-1531, 2006. (Pubitemid 44824264)
20. N. N. Karnik, J. M. Mendel, and Q. Liang, "Type-2 fuzzy logic systems," IEEE Trans. Fuzzy Syst., vol.7, pp. 643-658, Dec. 1999.
21. P. G. Balaji and D. Srinivasan, "Distributed multi-agent type-2 fuzzy architecture for urban traffic signal control," in Proc. IEEE Int. Conf. Fuzzy Systems, 2009, pp. 1624-1632.
22. P. G. Balaji and D. Srinivasan, "Distributed geometric fuzzy multi-agent urban traff ic signal control," IEEE Trans. Intell. Transport. Syst., vol.11, no.3, pp.714-727, 2010.
23. N. N. Karnik and J. M. Mendel, " Centroid of a Type-2 fuzzy set," Inform. Sci., vol.132, pp. 195-220, 2001.
24. S. Coupland and R. John, "New geometric inference techniques for type-2 fuzzy sets," Int. J. Approx. Reason., vol.49, no.1, pp. 198-211, 2008.