Multiobjective traffic signal timing optimization using non-dominated sorting genetic algorithm

IEEE Intelligent Vehicles Symposium, Proceedings

Volumn , Issue , 2003, Pages 198-203

  Sun, Dazhi ^a   Benekohal, Rahim F ^a   Waller, S Travis ^a  

^a University of Illinois at Urbana Champaign   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ECONOMIC AND SOCIAL EFFECTS; GENETIC ALGORITHMS; PARETO PRINCIPLE; STOCHASTIC SYSTEMS; TIMING CIRCUITS; TRAFFIC SIGNALS;

MULTI OBJECTIVE; NON- DOMINATED SORTING GENETIC ALGORITHMS; PARETO FRONTIERS; SIGNAL TIMING OPTIMIZATION; STOCHASTIC TRAFFIC; TRAFFIC SIGNAL TIMINGS;

MULTIOBJECTIVE OPTIMIZATION;

EID: 84904548245     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IVS.2003.1212908     Document Type: Conference Paper

References (20)

1. l] Abu-lebdeh G. Benekohal R. F. Genetic Algorithms for Traffic Signal Control and Queue Management of Oversaturated TweWay Arterials Transportation Research Record 1727, pp. 61-67, 2000.
2. Akselik R. Trafic Signals: Capacity and Timing Analysis Australian Road Research Board (ARRB) Research Report 123 Victoria Australia, 1981.
3. Deb K. Pratap A. Agarwal S. and Meyarivan T. A Fast and Elitist Multi-Objective Genetic Algorithm : NSGA-11. IEEE Trans. on Evolutionary Computation, 6(2):182-197 April 2002.
4. D'Souza B. S. Simpson T. W. A Genetic Algorithm Based Method for Product Family Design Optimization. Proceedings of DETC2002 ZOO2 ASME Design Engineering Technical Conferences, 2002.
5. Eddy J. Lewis K. Effective Generation of Pareto Sets Using Genetic Programming. Proceedings of DETC2001 ASME 2001 Design Engineering Technical Conferen ces and Computers and Information in Engineering Conference, 2001.
6. Fonseca C. M. , and Fleming P. J. Genetic Algorithms for Multiobjective Optimization: formulation, discussion and generalization. Proceeding of the fifth International Conference on Genetic Algorithms, pp. 416-423, 1993.
7. Foy M. D. Benekohal R. F. and Goldberg D. E. Signal Timing Determination Using Genetic Algorithms. Transportation Research Record 1365, pp. 108-115, 1992.
8. Girianna M. Benekohal R. F. Dynamic Signal Coordination for Networks with Oversaturated Intersections Damportation Research Record 181 I, pp. 122-130, 2002.
9. Goldberg D. E. Genetic Algortithm in Search Optimization and Machine Learning Addison-Wesley Pub CO MA, 1989.
10. Goldberg D. E. and Richardson J. Genetic Algorithms with Sharing for Multimodalfunction Optimization Proceedings of the 2nd International Conference on Genetic Algorithms, pp. 41-49 Cambridge MA USA, 1987.
11. Horn J. Nafpliotis,N. Goldberg D. E. A Niched Pareto Genetic Algorithm for Multiobjective Optimization Proceedings of the First IEEE Conference on Evolutionary Computation IEEE World Congress on Computational Intelligence,l994
12. E] Knowles J. D. Corne D. W. The Pareto Archived Evolution Stmtegy : A New Baseline Algorithm for Pareto Multiobjective Optimisation Proceedings of the 1999 Congress on Evolutionary Computation (CEC'SS), pages 98105,1999
13. Leonard John D. Ro degerdts Lee A. Comparison of Alternative Signal Timing Polices Journal of lllamportation Engineering November 1 December, 1998.
14. Makinen R. A. E. : Toivanen J. , and Priaux J. : Multidisciplinary Shape Optimization in Aerodynamics and Electromagnetics Using Genetic Algorithms? International Journal for Numerical Methods in Fluids, v. 30, pp. 149-159, 1999.
15. Park? B. , hlesser,C. J. and Urbanik 11 T. : Traff ic Signal Optimization Program for Oversaturated Conditions: Genetic Algorithm Approach Damportation Research Record 1683, pp. 133-142 Nov. 1999.
16. Saka A. A. Anandalingam G. , and Garber N. J. Traffic Signal Timing at Isolated Intersections Using Simulation Optimization Winter Simulation Conference Proceedings 1986 IEEE Piscataway NJ USA pp. 795-801, 1986.
17. ShaEer J. D. Multiple Objective Optimization with Vector Evaluated Genetic Algorithms Genetic Algorithms and their Applications : Proceedings of the First Intenational Conference on Genetic Algorithm, pp. 93-100 Lawrence Erlbaum, 1985.
18. l8] Srinivas N. and Deb K. Multiobjective Optimization Using Non-dominated Sorting in Genetic Algorithms Evolutionary Computation, v. 2(3), pp. 221-248, 1994.
19. Webster F. V. Dafic Signal Settings Road Research Technical Paper 39 HMSO London England, 1958.
20. Zitzler E. Laumanns M. and Thiele L. SPEA2: Improving the Strength Pareto Evolutionary Algorithm TIK-Report 103 Swiss Federal Institute of Technology (ETH): Zurich Swichland, 2001.