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Solution algorithm for the bi-level discrete network design problem

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  • Gao, Ziyou
  • Wu, Jianjun
  • Sun, Huijun

Abstract

The discrete network design problem deals with the selection of link additions to an existing road network, with given demand from each origin to each destination. The objective is to make an optimal investment decision in order to minimize the total travel cost in the network, while accounting for the route choice behaviors of network users. Because of the computational difficulties experienced with the solution algorithm of nonlinear bi-level mixed integer programming with a large number of 0-1 variables, the discrete network design problem has been recognized as one of the most difficult yet challenging problems in transport. In this paper, at first a traditional bi-level programming model for the discrete network design problem is introduced, and then a new solution algorithm is proposed by using the support function concept to express the relationship between improvement flows and the new additional links in the existing urban network. Finally, the applications of the new algorithm are illustrated with two numerical examples. Numerical results indicate that the proposed algorithm would be efficient in practice.

Suggested Citation

  • Gao, Ziyou & Wu, Jianjun & Sun, Huijun, 2005. "Solution algorithm for the bi-level discrete network design problem," Transportation Research Part B: Methodological, Elsevier, vol. 39(6), pages 479-495, July.
  • Handle: RePEc:eee:transb:v:39:y:2005:i:6:p:479-495
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    References listed on IDEAS

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    1. Wong, S. C. & Yang, Hai, 1997. "Reserve capacity of a signal-controlled road network," Transportation Research Part B: Methodological, Elsevier, vol. 31(5), pages 397-402, October.
    2. T. L. Magnanti & R. T. Wong, 1984. "Network Design and Transportation Planning: Models and Algorithms," Transportation Science, INFORMS, vol. 18(1), pages 1-55, February.
    3. Mingyuan Chen & Attahiru Sule Alfa, 1991. "A Network Design Algorithm Using a Stochastic Incremental Traffic Assignment Approach," Transportation Science, INFORMS, vol. 25(3), pages 215-224, August.
    4. Ben-Ayed, Omar & Boyce, David E. & Blair, Charles E., 1988. "A general bilevel linear programming formulation of the network design problem," Transportation Research Part B: Methodological, Elsevier, vol. 22(4), pages 311-318, August.
    5. Abdulaal, Mustafa & LeBlanc, Larry J., 1979. "Continuous equilibrium network design models," Transportation Research Part B: Methodological, Elsevier, vol. 13(1), pages 19-32, March.
    6. Gao, Ziyou & Sun, Huijun & Shan, Lian Long, 2004. "A continuous equilibrium network design model and algorithm for transit systems," Transportation Research Part B: Methodological, Elsevier, vol. 38(3), pages 235-250, March.
    7. Poorzahedy, Hossain & Turnquist, Mark A., 1982. "Approximate algorithms for the discrete network design problem," Transportation Research Part B: Methodological, Elsevier, vol. 16(1), pages 45-55, February.
    8. D E Boyce & A Farhi & R Weischedel, 1973. "Optimal Network Problem: A Branch-and-Bound Algorithm," Environment and Planning A, , vol. 5(4), pages 519-533, August.
    9. Yang, Hai & Yagar, Sam, 1994. "Traffic assignment and traffic control in general freeway-arterial corridor systems," Transportation Research Part B: Methodological, Elsevier, vol. 28(6), pages 463-486, December.
    10. Larry J. Leblanc, 1975. "An Algorithm for the Discrete Network Design Problem," Transportation Science, INFORMS, vol. 9(3), pages 183-199, August.
    11. Suh-Wen Chiou, 1999. "Optimization of Area Traffic Control for Equilibrium Network Flows," Transportation Science, INFORMS, vol. 33(3), pages 279-289, August.
    12. Dantzig, George B. & Harvey, Roy P. & Lansdowne, Zachary F. & Robinson, David W. & Maier, Steven F., 1979. "Formulating and solving the network design problem by decomposition," Transportation Research Part B: Methodological, Elsevier, vol. 13(1), pages 5-17, March.
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