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Solving the minimum toll revenue problem in real transportation networks

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Abstract

As a means to relieve traffic congestion, toll pricing has recently received significant attention by transportation planners. Inappropriate use of transportation networks is one of the major causes of network congestion. Toll pricing is a method of traffic management in which traffic flow is guided to proper time and path in order to reduce the total delay in the network. This article investigates a method for solving the minimum toll revenue problem in real and large-scale transportation networks. The objective of this problem is to find link tolls that simultaneously cause users to efficiently use the transportation network and to minimize the total toll revenues to be collected. Although this model is linear, excessive number of variables and constraints make it very difficult to solve for large-scale networks. In this paper, a path-generation algorithm is proposed for solving the model. Implementation of this algorithm for different networks indicates that this method can achieve the optimal solution after a few iterations and a proper CPU time.

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References

  1. Bai, L., Hearn, D.W., Lawphongpanich, S.: Decomposition techniques for the minimum toll revenue problem. Networks 44(2), 142–150 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  2. Wardrop, J.G.: Some theoretical aspects of road traffic research. In: Proceedings of the Institution of Civil Engineers, pp. 325–378 (1952)

  3. Bergendorff, P., Hearn, D.W., Ramana, M.V.: Congestion toll pricing of traffic networks. In: Pardalos, P.M., Hearn, D.W., Hager, W.W. (eds.) Network Optimization. Lecture Notes in Economics and Mathematical Systems, vol. 450, pp. 51–71. Springer (1997)

  4. Hearn, D.W., Ramana, M.V.: Solving congestion toll pricing models. In: Marcotte, P., Nguyen, S. (eds.) Equilibrium and Advanced Transportation Modeling, pp. 109–124. Kluwer Academic Publishers, Dordrecht (1998)

    Chapter  Google Scholar 

  5. Penchina, M.: Minimal revenue tolls: price stability for networks with BPR cost function. Open Transp. J. 3, 87–92 (2009)

    Article  Google Scholar 

  6. Dial, R.: Minimal-revenue congestion pricing part I: a fast algorithm for the single-origin case. Transp. Res. Part B 33, 189–202 (1999)

    Article  Google Scholar 

  7. Dial, R.: Minimal-revenue congestion pricing part II: an efficient algorithm for the general case. Transp. Res. Part B 34, 645–665 (2000)

    Article  Google Scholar 

  8. Penchina, M.: Minimal-revenue congestion pricing: some more good-news and bad-news. Transp. Res. Part B 38, 559–570 (2004)

    Article  Google Scholar 

  9. Hearn, D.W., Yildirim, M.B., Ramana, M.V., Bai, L.: Computational methods for congestion toll pricing models. In: IEEE Intelligent Transportation Systems Proceedings, pp. 257–262 (2001)

  10. LeBlanc, L.J., Helgason, R.V., Boyce, D.E.: Improved efficiency of the frank-wolfe algorithm for convex network problems. Transp. Sci. 19, 445–462 (1985)

    Article  MathSciNet  MATH  Google Scholar 

  11. Toobaie, S., Aashtiani, H.Z., Hamedi, M., Haghani, A.: Application of complementarity approach to large-scale traffic equilibrium problems. In: 89th Transportation Research Board Annual Meetings (2010)

  12. Nie, Y.: A class of bush-based algorithms for the traffic assignment problem. Transp. Res. Part B 44, 73–89 (2010)

    Article  Google Scholar 

  13. Aashtiani, H.Z.: The multi-modal traffic assignment problem. Ph.D. Dissertation, MIT, Cambridge, MA (1979)

  14. Aashtiani, H.Z., Magnanti, T.L.: A linearization and decomposition algorithm for computing urban traffic equilibria. In: Proceedings of 1982 IEEE Large Scale Systems Symposium, pp. 8–19 (1982)

  15. Golden, B.: Shortest-path algorithms: a comparison. Oper. Res. 24, 1164–1168 (1976)

    Article  MATH  Google Scholar 

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Correspondence to Mohammadali Shirazi.

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Shirazi, M., Aashtiani, H.Z. Solving the minimum toll revenue problem in real transportation networks. Optim Lett 9, 1187–1197 (2015). https://doi.org/10.1007/s11590-014-0817-8

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  • DOI: https://doi.org/10.1007/s11590-014-0817-8

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