TECHNICAL PAPERS
Mar 1, 2007

Pavement Resurfacing Planning for Highway Networks: Parametric Policy Iteration Approach

Publication: Journal of Infrastructure Systems
Volume 13, Issue 1

Abstract

This paper presents a modeling framework for planning pavement resurfacing activities on highway networks in the case of continuous pavement state, discrete time, and infinite horizon. Optimal resurfacing policies that minimize discounted life-cycle costs are obtained by solving a multidimensional dynamic program, where travelers’ route choices and the agency’s resource allocation decisions are considered simultaneously. To reduce computational difficulty, policy iteration is used together with a parametric function approximation technique. Numerical examples show that the proposed approach solves the planning problem efficiently. The effect of various factors (travelers’ route choice, agency budget, etc.) on the optimal policies is also analyzed.

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References

Al-Subhi, K. M., Johnston, D. W., and Farid, F. (1990). “A resource constrained capital budgeting model for bridge maintenance, rehabilitation, and replacement.” Transportation Research Record. 1268, Transportation Research Board, Washington, D.C., 110–117.
Bellman, R. E. (1955). “Equipment replacement policy.” J. Soc. Ind. Appl. Math., 3(3), 133–146.
Bellman, R. E. (1961). Adaptive control processes: A guided tour, Princeton University Press, N.J.
Benitez-Silva, H., Hall, G., Hitsch, G. J., Pauletto, G., and Rust, J. (2000). “A comparison of discrete and parametric approximation methods for continuous-state dynamic programming problems.” Proc., 6th Int. Conf. on Computing in Economics and Finance, Paper 24, Society for Computational Economics, Barcelona, Spain.
Carnahan, J. V., Davis, W. J., Shahin, M. Y., Kean, P. L., and Wu, M. I. (1987). “Optimal maintenance decisions for pavement management.” J. Transp. Eng., 113(5), 554–572.
Dreyfus, S. (1960). “A generalized equipment replacement study.” J. Soc. Ind. Appl. Math., 8(3), 425–435.
Friesz, T. L., and Fernandez, J. E. (1979). “A model of optimal transport maintenance with demand responsiveness.” Transp. Res., Part B: Methodol., 13(4), 317–339.
Golabi, K., Kulkarni, R., and Way, G. (1982). “A statewide pavement management system.” Interfaces, 12(6), 5–21.
Hawas, Y. E. (2004). “Development and calibration of route choice utility models: Factorial experimental design approach.” J. Transp. Eng., 130(2), 159–170.
Howitt, R., Msangi, S., Reynaud, A., and Knapp, K. (2002). “Using polynomial approximations to solve stochastic dynamic programming problems: Or a ‘Betty Crocker’ approach to SDP.” Working paper, Univ. of California at Davis, http://www.agecon.ucdavis.edu/aredepart/facultydocs/Howitt/Polyapprox3a.pdf (Apr. 10, 2006).
Jacobs, T. L. (1992). “Optimal long-term scheduling of bridge deck replacement and rehabilitation.” J. Transp. Eng., 118(2), 312–322.
Klein, M. (1962). “Inspection–maintenance–replacement schedules under Markovian deterioration.” Manage. Sci., 9(1), 25–32.
Li, Y., and Madanat, S. (2002). “A steady-state solution for the optimal pavement resurfacing problem.” Transp. Res., Part A: Policy Pract., 36(6), 525–535.
Ouyang, Y., and Madanat, S. (2004). “Optimal scheduling of rehabilitation activities for multiple pavement facilities: Exact and approximate solutions.” Transp. Res., Part A: Policy Pract., 38(5), 347–365.
Ouyang, Y., and Madanat, S. (2006). “An analytical solution for the finite-horizon pavement resurfacing planning problem.” Transp. Res., Part B: Methodol., 40(9), 767–778.
Paterson, W. D. O. (1990). “Quantifying the effectiveness of pavement maintenance and rehabilitation.” Proc., 6th REAAA Conf., Kuala Lumpur, Malaysia.
Sheffi, Y. (1992). Urban transportation networks: Equilibrium analysis with mathematical programming methods, 2nd Ed., Prentice-Hall, Englewood Cliffs, N.J.
Tsunokawa, K., and Schofer, J. L. (1994). “Trend curve optimal control model for highway pavement maintenance: Case study and evaluation.” Transp. Res., Part A: Policy Pract., 28(2), 151–166.
Uchida, K., and Kagaya, S. (2006). “A study on development of the life-cycle cost evaluation model for pavements considering drivers route choices.” Rep. 06-1037, Transportation Research Board 85th Annual Meeting Compendium of Papers (CD-ROM), Transportation Research Board, Washington, D.C.

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Go to Journal of Infrastructure Systems
Journal of Infrastructure Systems
Volume 13Issue 1March 2007
Pages: 65 - 71

History

Received: May 22, 2006
Accepted: Jul 25, 2006
Published online: Mar 1, 2007
Published in print: Mar 2007

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Authors

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Yanfeng Ouyang
Assistant Professor, Dept. of Civil and Environmental Engineering, Univ. of Illinois at Urbana–Champaign, Urbana, IL 61801. E-mail: [email protected]

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