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Near real-time loadplan adjustments for less-than-truckload carriers

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  • Herszterg, Ian
  • Ridouane, Yassine
  • Boland, Natashia
  • Erera, Alan
  • Savelsbergh, Martin

Abstract

We design and implement decision support technology to assist dispatchers in the daily management of loadplans in less-than-truckload service networks. The freight volume that enters a service network on the day of operations deviates from the forecast freight volume used to create the loadplan. These deviations cause inefficiencies when the capacity on planned freight paths is no longer sufficient and delays result in missed service promises. Near real-time loadplan adjustments, i.e., rerouting freight on alternate paths, can improve on-time performance without incurring additional cost (e.g., without purchasing additional capacity). The problem of identifying effective alternate freight paths is modeled on a time-expanded network and computationally efficient heuristics are developed for its solution in order to ensure that there is sufficient time to put the adjusted loadplan in place. We demonstrate the practical viability and value of these heuristics in a computational study using real-life data from a large LTL carrier. The results show that on-time performance can be improved without increasing cost, i.e., by rerouting freight and using existing capacity in the service network.

Suggested Citation

  • Herszterg, Ian & Ridouane, Yassine & Boland, Natashia & Erera, Alan & Savelsbergh, Martin, 2022. "Near real-time loadplan adjustments for less-than-truckload carriers," European Journal of Operational Research, Elsevier, vol. 301(3), pages 1021-1034.
  • Handle: RePEc:eee:ejores:v:301:y:2022:i:3:p:1021-1034
    DOI: 10.1016/j.ejor.2021.11.044
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    References listed on IDEAS

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    1. Alan Erera & Michael Hewitt & Martin Savelsbergh & Yang Zhang, 2013. "Improved Load Plan Design Through Integer Programming Based Local Search," Transportation Science, INFORMS, vol. 47(3), pages 412-427, August.
    2. Ilfat Ghamlouche & Teodor Crainic & Michel Gendreau, 2004. "Path Relinking, Cycle-Based Neighbourhoods and Capacitated Multicommodity Network Design," Annals of Operations Research, Springer, vol. 131(1), pages 109-133, October.
    3. Rothenbächer, Ann-Kathrin & Drexl, Michael & Irnich, Stefan, 2016. "Branch-and-price-and-cut for a service network design and hub location problem," European Journal of Operational Research, Elsevier, vol. 255(3), pages 935-947.
    4. Barcos, L. & Rodríguez, V. & Álvarez, M.J. & Robusté, F., 2010. "Routing design for less-than-truckload motor carriers using Ant Colony Optimization," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(3), pages 367-383, May.
    5. Warren B. Powell & Arun Marar & Jack Gelfand & Steve Bowers, 2002. "Implementing Real-Time Optimization Models: A Case Application From The Motor Carrier Industry," Operations Research, INFORMS, vol. 50(4), pages 571-581, August.
    6. Crainic, Teodor Gabriel & Laporte, Gilbert, 1997. "Planning models for freight transportation," European Journal of Operational Research, Elsevier, vol. 97(3), pages 409-438, March.
    7. Raymond K. Cheung & B. Muralidharan, 2000. "Dynamic Routing for Priority Shipments in LTL Service Networks," Transportation Science, INFORMS, vol. 34(1), pages 86-98, February.
    8. Teodor Gabriel Crainic & Michel Gendreau & Judith M. Farvolden, 2000. "A Simplex-Based Tabu Search Method for Capacitated Network Design," INFORMS Journal on Computing, INFORMS, vol. 12(3), pages 223-236, August.
    9. Crainic, Teodor Gabriel, 2000. "Service network design in freight transportation," European Journal of Operational Research, Elsevier, vol. 122(2), pages 272-288, April.
    10. R.K. Cheung & B. Muralidharan, 1999. "Impact of dynamic decision making on hub‐and‐spoke freight transportationnetworks," Annals of Operations Research, Springer, vol. 87(0), pages 49-71, April.
    11. Judith M. Farvolden & Warren B. Powell, 1994. "Subgradient Methods for the Service Network Design Problem," Transportation Science, INFORMS, vol. 28(3), pages 256-272, August.
    12. Ahmad Baubaid & Natashia Boland & Martin Savelsbergh, 2021. "The Value of Limited Flexibility in Service Network Designs," Transportation Science, INFORMS, vol. 55(1), pages 52-74, 1-2.
    13. Ahmad I. Jarrah & Ellis Johnson & Lucas C. Neubert, 2009. "Large-Scale, Less-than-Truckload Service Network Design," Operations Research, INFORMS, vol. 57(3), pages 609-625, June.
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