Calibration of microsimulation models using nonparametric statistical techniques

Transportation Research Record

Volumn , Issue 1935, 2005, Pages 111-119

  Kim, Seung Jun ^a   Kim, Wonho ^b,c   Rilett, L R ^b  

^a TEXAS A AND M UNIVERSITY SYSTEM   (United States)

^b UNIVERSITY OF NEBRASKA LINCOLN   (United States)

^c Seoul Development Institute   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

CALIBRATION; COMPUTER SIMULATION; DATA PROCESSING; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; MATHEMATICAL MODELS; PARAMETER ESTIMATION; SET THEORY; STATISTICAL METHODS;

KOLMOGOROV-SMIRNOV TESTS; MICROSIMULATION MODELS; NONPARAMETRIC STATISTICAL TECHNIQUES; TRAFFIC DATA;

TRAFFIC CONTROL;

EID: 33646402063     PISSN: 03611981     EISSN: None     Source Type: Journal    
DOI: 10.3141/1935-13     Document Type: Conference Paper

References (19)

1. Hu, K., S. Skehan, and R. Gephart. Implementation of a Smart Transit Priority System for Metro Rapid Bus in Los Angeles. Presented at 80th Annual Meeting of the Transportation Research Board, Washington, D.C., 2001.
2. Daigle, G., M. Thomas, and M. Vasudevan. Field Applications of Corsim: 1-40 Freeway Design Evaluation, Oklahoma City. Proc., 1998 Winter Simulation Conference, Washington, D.C., 1998.
3. Horst, R., and P. Pardalos. Handbook of Global Optimization. Kluwer Academic Publishers, Dordrecht, Netherlands, 1995.
4. Beightler, C. S., D. Philips, and D. Wilde. Foundations of Optimization, 2nd ed. Prentice-Hall., Englewood, N.J., 1979.
5. Kleijnen, J. P. Sensitivity Analysis and Optimization in Simulation: Design of Experiments and Case Studies. Proc., 1995 Winter Simulation Conference, Los Angeles, Calif., 1995.
6. Kim, K. Optimization Methodology for the Calibration of Transportation Network Microsimulation Models. Ph.D. dissertation. Texas A&M University, College Station, 2002.
7. Kim, K., and L. R. Rilett. Genetic-Algorithm-Based Approach for Calibrating Microscopic Simulation Models. Proc., 2001 IEEE Intelligent Transportation Systems Conference, Oakland, Calif., 2001, pp. 698-704.
8. Cheu, R. L., X. Jin, K. C. Ng, Y. L. Ng, and D. Srínivasan. Calibration of FREESIM for Singapore Expressway Using Genetic Algorithm. Journal of Transportation Engineering, 1998, pp. 526-535.
9. Park, B., C. J. Messer, and T. Urbanik II. Enhanced Genetic Algorithm for Signal-Timing Optimization of Oversaturated Intersections. In Transportation Research Record: Journal of the Transportation Research Board, No. 1727, TRB, National Research Council, Washington, D.C., 2000, pp. 32-41.
10. Yin, Y. Genetic-Algorithms-Based Approach for Bilevel Programming Models. Journal of Transportation Engineering, 2000, pp. 115-120.
11. Bloomberg, L., and A. D. May. Simulation Modeling of the Santa Monica Freeway. California PATH Working Paper. UCB-ITS-PWP-94-14.1994.
12. Rakha, H., M. Van Aerde, L. Bloomberg, and X. Huang. Construction and Calibration of a Large-Scale Microsimulation Model of the Salt Lake Area. In Transportation Research Record 1644, TRB, National Research Council, Washington, D.C., 1998, pp. 93-102.
13. Brockfeld, E., R. D. Kühne, and P. Wagner. Calibration and Validation of Microscopic Traffic Flow Models. In Transportation Research Record: Journal of the Transportation Research Board, No. 1876, Transportation Research Board of the National Academies, Washington, D.C., 2004, pp. 62-70.
14. J. L. Devore. Probability and Statistics for Engineering and the Sciences, 4th ed. Duxbury Press, New York, N.Y., 1995.
15. Milton, J. S., and J. C. Arnold. Introduction to Probability and Statistics: Principles and Applications for Engineering and the Computing Sciences, 3rd ed. McGraw-Hill International Editions, New York, 1995.
16. O'Connor, P. D. T. Practical Reliability Engineering, 4th ed. John Wiley & Sons Ltd, Chichester, England, 2002.
17. Press, W. H., S. Teukolsky, W. Vetterling, and B. Flannery. Numerical Recipes in C: The Art of Scientific Computing. Cambridge University Press, 2002.
18. Brackstone, M., and M. McDonald. Car-Following: A Historical Review. Transportation Research Part F, 1999, pp. 181-196.
19. Highway Capacity Manual. TRB, National Research Council, Washington, D.C., 2000.