OPTIMIZATION OF DYNAMIC RAMP METERING CONTROL WITH SIMULTANEOUS PERTURBATION STOCHASTIC APPROXIMATION

S.I. Chien and J. Luo

References

  1. [1] J.A. Wattleworth, Peak-period analysis and control of a freeway system, Highway Research Record 157, 1967, 1–11.
  2. [2] D.P. Masher, D.W. Ross, P.J. Wong, P. Tuan, et al., Guidelines for design and operation of ramp control systems, National Cooperative Highway Research Program, 1975, 3–22.
  3. [3] G. Chang, J. Wu, & H. Lieu, A real-time incident-responsive system for corridor control: A modeling framework and preliminary results, Presented at the 73rd Annual Meeting, Transportation Research Board, 1994.
  4. [4] G. Piotrowicz & J. Robinson, Ramp metering status in North America, FHWA DOT-T-95-17, 1995.
  5. [5] G. Chang, J. Wu, & S.L. Cohen, Integrated real-time ramp metering model for non-recurrent congestion: Framework and preliminary results, Transportation Research Record 1446, TRB, 1994, 56–65.
  6. [6] L. Chu, H. Liu, W. Recker, & M. Zhang, Performance evaluation of adaptive ramp-metering algorithm using microscopic traffic simulation model, Journal of Transportation Engineering, ASCE, 130 (3), 2004, 330–338. doi:10.1061/(ASCE)0733-947X(2004)130:3(330)
  7. [7] D.R. Drew, Gap acceptance characteristics for ramp-freeway surveillance and control. Highway Research Board 157, 1967, 108–143.
  8. [8] N.B. Goldstein & K.S.P. Kumar, A decentralized control strategy for freeway regulation, Transportation Research 16B, 1982, 279–290. doi:10.1016/0191-2615(82)90012-1
  9. [9] H. Hadj-Salem & M. Papageorgiou, Ramp metering impact on urban corridor traffic, field results, Transportation Research 29A, 1995, 303–319.
  10. [10] J.R. McDonnell, D.B. Fogel, C.R. Rindt, W. Recker, et al., in J. Biethan & V. Nissen (Eds), Using evolutionary programming to control metering rates on freeway ramps (Berlin, Springer: 1995), 305–327.
  11. [11] M. Papageorgiou, A new approach to time-of-day control based on a dynamic freeway traffic model, Transportation Research 14B, 1980, 349–360. doi:10.1016/0191-2615(80)90015-6
  12. [12] M. Papageorgiou, H. Hadj-Salem, & J.M. Blosseville, ALINEA: A local feedback control law for on-ramp metering, Transportation Research Record 1320, 1991, 58–64.
  13. [13] Y.J. Stephanedes & K.K. Chang, Optimal control of freeway corridors, Journal of Transportation Engineering, 119 (4), 1993, 504–515. doi:10.1061/(ASCE)0733-947X(1993)119:4(504)
  14. [14] C. Taylor, D. Meldrum, & L. Jacobson, Fuzzy ramp metering: Design overview and simulation results, Transportation Research Record 1634, 1998, 10–18. doi:10.3141/1634-02
  15. [15] R. Wiener, L.J. Pignataro, & H.N. Yagoda, A discrete Markov renewal model of a gap-acceptance entrance ramp controller for expressways, Transportation Research 4, 1970, 151–161. doi:10.1016/0041-1647(70)90151-6
  16. [16] L.S. Yuan & J.B. Kreer, Adjustment of freeway ramp metering rates to balance entrance ramp queues, Transportation Research 5, 1971, 127–133. doi:10.1016/0041-1647(71)90014-1
  17. [17] J.C. Spall, Multivariate stochastic approximation using a simultaneous perturbation gradient approximation, IEEE, 1992, 332–341.
  18. [18] J.C. Spall, An overview of the simultaneous perturbation method for efficient optimization, Proceedings of the ASCE International Conference on Airport Modeling and Simulation, Arlington, VA, August 1997, 141–154.
  19. [19] N.L. Kleinman, S.D. Hill, & V.A. Ilenda, SPSA/SIMMOD optimization of air traffic delay cost, Proceedings of the ASCE International Conference on Airport Modeling and Simulation, Arlington, VA, August 1997, 45–63.
  20. [20] C. Ting & P. Schonfeld, Optimization through simulation of waterway transportation investments, Transportation Research Record 1620, 1998, 11–16. doi:10.3141/1620-03
  21. [21] A.D. May, Traffic flow fundamentals (Englewood Cliffs, NJ: Prentice Hall, 1990), 238–245.
  22. [22] S.I. Chien & J. Luo, Evaluation ramp metering control for I-80 ITS showcase corridor, Project Report FHWA-NJ-2001-013, New Jersey Department of Transportation and National Center for Transportation and Industrial Productivity, 2001.

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