A Reliability-Based Resource Allocation Model for Transportation Networks Affected by Natural Disasters

  • Afshin Shariat Mohaymany
  • Shideh Ehteshamrad
  • Mohsen Babaei
Keywords: resource allocation, travel time reliability, connection reliability, Monte Carlo simulation, genetic algorithm

Abstract

This paper is concerned with the development of a resource allocation model for road networks under supply uncertainty caused by natural disasters. An optimization model is proposed to determine which links should be invested for the system to perform better while encountering natural disasters such as earthquake. The connectivity reliability and travel time reliability of origin-destinations (ODs) are selected as performance measures to do so. The Monte-Carlo simulation method is used to estimate the reliability measures and the model is solved by the genetic algorithm. The proposed model is implemented on a test network to demonstrate the results.

References

Iida, Wakabayashi: An approximation method of terminal reliability of road network using partial minimal path and cut set, Proceedings of the Fifth WCTR, Vol. 5, Yokohama, 1989, pp.367-380

Asakura, Y.: Reliability measures of an origin and destination pair in a deteriorated road network with variable flow, Proceeding of the 4th Meeting of the EURO Working Group ob Transportation, Pergamon Press, 1996

Bell, M.G.H., Iida, Y.: Transportation Network Analysis, John Wiley & Sons, Chichester, UK, 1997

Du, Z.P., Nicholson, A.J.: Degradable Transportation Systems: Sensitivity and Reliability Analysis. Transportation Research Part B 31, 1997, pp.225-237

Sumalee, A., Watling, D.: Travel Time Reliability in a Network with Dependent Link Modes and Partial Driver Response, Journal of the Eastern Asia Society for Transportation Studies 5, 2003, pp. 1686-1701

Bell, M.G.H., C. Cassir, Y. Iida, Lam, W.H.K.: A Sensitivity Based Approach to Reliability Assessment. Proceedings of the 14th International Symposium on Transportation and Traffic Theory, 1999, pp. 283-300

Lo, H. K., Luo, X.W., Siu, B.W.Y.: Degradable transport network: Travel time budget of travelers with heterogeneous risk aversion, Transportation Research Part B 40, 2006, pp. 792-806.

Lo, H.K., Siu B.W.Y.: Doubly uncertain transportation network: Degradable capacity and stochastic demand. European Journal of Operational Research 191, 2008, pp. 166–181

Jackson, B. W., Jucker, J. V.: An Empirical Study of Travel Time Variability and Travel Choice Behavior, Transportation Science 16(4), 1981, pp. 460-475

Senna, L. A. D. S.: The Influence of Travel Time Variability on the Value of Time, Transportation 21, 1994, pp. 203-228

Li Z., Huang H.: Fixed-point model and schedule reliability of morning commuting in stochastic and time-dependent transport networks, Lecture Notes in Computer Science 3828, 2005, pp.777-787

Chootinan, P., Wong, S. C., Chen, A.: A reliability-based network design problem, Journal of Advanced Transportation 39(3), 2005, pp. 247-270

Sanchez-Silva, M., Daniels, M., Lleras, G., Patino, D.: A transport network reliability model for the efficient assignment of resources, Transportation Research Part B 39, 2005, pp. 47-63

Chen, A., Kim, J., Zhou, Z., Chootinan, P.: Alpha Reliable Network Design Problem, Transportation Research record: Journal of the Transportation Research Board 2029,2008,pp.49-57

Yin, Y., Madanat, S. M., Lu, X. Y.: Robust improvement schemes for road networks under demand uncertainty, European Journal of Operational Research 198(2), 2009, pp. 470-479

Shariat-Mohaymany, A. and Babaei, M.: An Approximate Reliability Evaluation Method for Improving Transportation Network Performance, Transport 25(2), 2010, pp.193-202

How to Cite
1.
Mohaymany AS, Ehteshamrad S, Babaei M. A Reliability-Based Resource Allocation Model for Transportation Networks Affected by Natural Disasters. Promet [Internet]. 1 [cited 2024Nov.21];24(6):505-13. Available from: https://traffic.fpz.hr/index.php/PROMTT/article/view/1200
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Articles