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Airfreight forwarder’s shipment planning under uncertainty: A two-stage stochastic programming approach

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  • Hui, Yer Van
  • Gao, Jia
  • Leung, Lawrence
  • Wallace, Stein

Abstract

This paper addresses the shipment planning problem with random processing times in intermodal logistics via transfer ports. Shipment activities are divided into two groups according to regional settings. Activity processing times in region A are assumed to be random while those in region B are deterministic. At the beginning (stage 1), the forwarder assigns agents to all job activities (planning decision). In case a shipment delay is observed, an in-process adjustment (recourse decision) is implemented (stage 2). A two-stage stochastic programming model is established and an illustrative example is discussed. Managerial insights are presented in a simulation study.

Suggested Citation

  • Hui, Yer Van & Gao, Jia & Leung, Lawrence & Wallace, Stein, 2014. "Airfreight forwarder’s shipment planning under uncertainty: A two-stage stochastic programming approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 66(C), pages 83-102.
  • Handle: RePEc:eee:transe:v:66:y:2014:i:c:p:83-102
    DOI: 10.1016/j.tre.2014.03.006
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    1. Stein W. Wallace, 2000. "Decision Making Under Uncertainty: Is Sensitivity Analysis of Any Use?," Operations Research, INFORMS, vol. 48(1), pages 20-25, February.
    2. Julia L. Higle & Stein W. Wallace, 2003. "Sensitivity Analysis and Uncertainty in Linear Programming," Interfaces, INFORMS, vol. 33(4), pages 53-60, August.
    3. Daniel Christiansen & Stein Wallace, 1998. "Option theory and modeling under uncertainty," Annals of Operations Research, Springer, vol. 82(0), pages 59-82, August.
    4. Philip M. Lurie & Matthew S. Goldberg, 1998. "An Approximate Method for Sampling Correlated Random Variables from Partially-Specified Distributions," Management Science, INFORMS, vol. 44(2), pages 203-218, February.
    5. Crainic, Teodor Gabriel & Laporte, Gilbert, 1997. "Planning models for freight transportation," European Journal of Operational Research, Elsevier, vol. 97(3), pages 409-438, March.
    6. Douglas A. Popken, 1994. "An Algorithm for the Multiattribute, Multicommodity Flow Problem with Freight Consolidation and Inventory Costs," Operations Research, INFORMS, vol. 42(2), pages 274-286, April.
    7. Wong, Wai Hung & Leung, Lawrence C. & Hui, Yer Van, 2009. "Airfreight forwarder shipment planning: A mixed 0-1 model and managerial issues in the integration and consolidation of shipments," European Journal of Operational Research, Elsevier, vol. 193(1), pages 86-97, February.
    8. Bookbinder, James H. & Higginson, James K., 2002. "Probabilistic modeling of freight consolidation by private carriage," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 38(5), pages 305-318, September.
    9. Arnt-Gunnar Lium & Teodor Gabriel Crainic & Stein W. Wallace, 2009. "A Study of Demand Stochasticity in Service Network Design," Transportation Science, INFORMS, vol. 43(2), pages 144-157, May.
    10. Yang Yuan & Suvrajeet Sen, 2009. "Enhanced Cut Generation Methods for Decomposition-Based Branch and Cut for Two-Stage Stochastic Mixed-Integer Programs," INFORMS Journal on Computing, INFORMS, vol. 21(3), pages 480-487, August.
    11. Meng, Qiang & Wang, Tingsong & Wang, Shuaian, 2012. "Short-term liner ship fleet planning with container transshipment and uncertain container shipment demand," European Journal of Operational Research, Elsevier, vol. 223(1), pages 96-105.
    12. Sanjay Mehrotra & M. Gokhan Ozevin, 2009. "Decomposition Based Interior Point Methods for Two-Stage Stochastic Convex Quadratic Programs with Recourse," Operations Research, INFORMS, vol. 57(4), pages 964-974, August.
    13. Sitek Paweł & Wikarek Jarosław, 2012. "Optimization Model for Multimodal Transportation Networks Based on Supply Chain," Foundations of Management, Sciendo, vol. 4(2), pages 77-96, December.
    14. Alumur, Sibel A. & Nickel, Stefan & Saldanha-da-Gama, Francisco, 2012. "Hub location under uncertainty," Transportation Research Part B: Methodological, Elsevier, vol. 46(4), pages 529-543.
    15. Stein Wallace, 2010. "Stochastic programming and the option of doing it differently," Annals of Operations Research, Springer, vol. 177(1), pages 3-8, June.
    16. SteadieSeifi, M. & Dellaert, N.P. & Nuijten, W. & Van Woensel, T. & Raoufi, R., 2014. "Multimodal freight transportation planning: A literature review," European Journal of Operational Research, Elsevier, vol. 233(1), pages 1-15.
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