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First published online January 1, 2008

Hybrid Multiobjective Optimization Model for Regional Pavement-Preservation Resource Allocation

Abstract

Because of a lack of reliable performance prediction models, many state departments of transportation (DOTs) use a needs-based budgeting process, namely, annual budget requests. Allocations of funding across maintenance activities and districts are developed on the basis of pavement maintenance needs derived from pavement inventory and annual or biannual condition data. This allocation of funding across maintenance activities and districts is challenging and often involves negotiation and balancing. A decision support model is proposed for the optimization of short-term pavement preservation budgeting based on two proven operations research techniques: goal programming for handling multiple objectives and an analytic hierarchy process for priority setting under multiple criteria. The model simultaneously considers two incommensurable and conflicting objectives: maximization of the preservation effectiveness in terms of extended service life and minimization of the total preservation cost. Application of the model is demonstrated with a short-term pavement preservation budgeting problem for a decentralized state DOT with nine maintenance districts. The illustrative example reveals that the proposed model is practical for supporting needs-based budgeting.

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References

1. AASHTO. Pavement Management Guide. American Association of State Highway and Transportation Officials, Washington, D.C., 2001.
2. Chan W. T. Fwa T. F. and Tan J. Y. Optimal Fund-Allocation Analysis for Multidistrict Highway Agencies. Journal of Infrastructure Systems, Vol. 9, No. 4 2003, pp. 167–175.
3. Ignizio J. P. Goal Programming and Extensions. Lexington Books, Lexington, Mass., 1976.
4. Charnes A. and Cooper W. W. Goal Programming and Multiple Objective Optimization, Part 1. European Journal of Operational Research, Vol. 1, 1977, pp. 39–54.
5. Vargas L. G. An Overview of the Analytic Hierarchy Process and Its Applications. European Journal of Operational Research, Vol. 48, No. 1 1990, pp. 2–8.
6. Saaty T. L. The Analytic Hierarchy Process. McGraw–Hill, New York, 1980.
7. Saaty T. L. The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation. McGraw–Hill International Book Co., New York, 1980.
8. Abaza K. A. Expected Performance of Pavement Repair Works in a Global Network Optimization Model. Journal of Infrastructure Systems, Vol. 13, No. 2 2007, pp. 124–134.
9. Haas R. Hudson W. R. and Zaniewski J. Modern Pavement Management. Krieger Publishing Company, Malabar, Fla., 1994.
10. Hudson W. R. Haas R. and Uddin W. Infrastructure Management. McGraw–Hill, New York, 1997.
11. Virginia Department of Transportation. Asset Management Methodology: Appropriation Act Item 444 A (Special Session I, 2006). Asset Management Division, VDOT, Richmond, Va., 2006.
12. Romero C. Sutcliffe C. Board J. and Cheshire P. Naive Weighting in Non-Preemptive Goal Programming. Viewpoint and Reply. Journal of the Operational Research Society, Vol. 36, 1985, pp. 647–649.
13. Asset Management Division. State of the Pavement—2006, Interstate and Primary Flexible Pavements. Pavement Management Program, Virginia Department of Transportation, Richmond, Va., 2006.
14. Asset Management Division. NBB3: Documentation and State of the Practice. Systems Management Group, Virginia Department of Transportation, Richmond, Va., 2005.
15. McGhee K. H. Development and Implementation of Pavement Condition Indices for the Virginia Department of Transportation (Phase I): Flexible Pavements. Richmond, Va., 2002. www.virginiadot.org/business/resources/asd-rfp124roATTCH2.pdf. Accessed July 13, 2006.
16. VDOT Annual Budget, June 2007. Financial Planning Division, Virginia Department of Transportation, Richmond, Va., 2007. www.virginiadot.org/business/resources/asd-rfp124roATTCH2.pdf. Accessed July 19, 2007.
17. Expert Choice, Inc. www.expertchoice.com/markets/index.html#AHP. Accessed July 16, 2007.
18. Schrage L. Optimization Modeling with LINGO, 6th ed. LINDO Systems Inc., Chicago, Ill., 2006.

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Article first published online: January 1, 2008
Issue published: January 2008

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© 2008 National Academy of Sciences.
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Authors

Affiliations

Zheng Wu
Charles E. Via, Jr., Department of Civil and Environmental Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061.
MACTEC Engineering and Consulting, Inc., Suite A, 12104 Indian Creek Court, Beltsville, MD 20705.
Gerardo W. Flintsch
Charles E. Via, Jr., Department of Civil and Environmental Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061.
MACTEC Engineering and Consulting, Inc., Suite A, 12104 Indian Creek Court, Beltsville, MD 20705.
Tanveer Chowdhury
Charles E. Via, Jr., Department of Civil and Environmental Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061.
MACTEC Engineering and Consulting, Inc., Suite A, 12104 Indian Creek Court, Beltsville, MD 20705.
Asset Management Division, Virginia Department of Transportation, 6600 West Broad Street, Richmond, VA 23230.

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