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Integrated Flight Scheduling and Fleet Assignment Under Airport Congestion

Author

Listed:
  • João P. Pita

    (Department of Civil Engineering, University of Coimbra, 3030-788 Coimbra, Portugal)

  • Cynthia Barnhart

    (Massachusetts Institute of Technology, Cambridge, Massachusetts 02139)

  • António P. Antunes

    (Department of Civil Engineering, University of Coimbra, 3030-788 Coimbra, Portugal)

Abstract

Airport congestion is a major cause for the large delays that currently affect the air transport industry. These delays have huge cost implications---for the U.S. economy these costs were estimated at $32.9 billion in 2007. In this paper, we present a mixed-integer linear optimization model aimed at assisting airlines in the making of integrated flight scheduling and fleet assignment decisions that take aircraft and passenger delay costs explicitly into account. The objective of the model is to maximize the expected profits of an airline that faces a given origin/destination-based travel demand and operates in congested, slot-constrained airports. Both airline competition and airline cooperation are dealt with in the model, though in a simplified manner. The model was applied to a case study involving the main network of TAP Portugal, which comprises 31 airports and 100 daily flight legs. The results obtained through the model suggest that the Portuguese legacy carrier can improve their expected profits significantly, while diminishing the total number of flights and slightly increasing the passengers' average connecting time. The calculation effort involved in the application of the model even on a desktop computer is small enough to allow its real-time utilization in International Air Transport Association scheduling conferences. These findings clearly indicate that the model is a significant addition to the airline planning toolbox.

Suggested Citation

  • João P. Pita & Cynthia Barnhart & António P. Antunes, 2013. "Integrated Flight Scheduling and Fleet Assignment Under Airport Congestion," Transportation Science, INFORMS, vol. 47(4), pages 477-492, November.
    • Handle: RePEc:inm:ortrsc:v:47:y:2013:i:4:p:477-492
    DOI: 10.1287/trsc.1120.0442
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    1. Coldren, Gregory M. & Koppelman, Frank S. & Kasturirangan, Krishnan & Mukherjee, Amit, 2003. "Modeling aggregate air-travel itinerary shares: logit model development at a major US airline," Journal of Air Transport Management, Elsevier, vol. 9(6), pages 361-369.
    2. Givoni, Moshe & Rietveld, Piet, 2009. "Airline's choice of aircraft size - Explanations and implications," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(5), pages 500-510, June.
    3. Chunhua Gao & Ellis Johnson & Barry Smith, 2009. "Integrated Airline Fleet and Crew Robust Planning," Transportation Science, INFORMS, vol. 43(1), pages 2-16, February.
    4. Brian Rexing & Cynthia Barnhart & Tim Kniker & Ahmad Jarrah & Nirup Krishnamurthy, 2000. "Airline Fleet Assignment with Time Windows," Transportation Science, INFORMS, vol. 34(1), pages 1-20, February.
    5. Jan K. Brueckner, 2003. "International Airfares in the Age of Alliances: The Effects of Codesharing and Antitrust Immunity," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 105-118, February.
    6. Abeyratne, Ruwantissa I.R., 2000. "Management of airport congestion through slot allocation," Journal of Air Transport Management, Elsevier, vol. 6(1), pages 29-41.
    7. Matthew E. Berge & Craig A. Hopperstad, 1993. "Demand Driven Dispatch: A Method for Dynamic Aircraft Capacity Assignment, Models and Algorithms," Operations Research, INFORMS, vol. 41(1), pages 153-168, February.
    8. Swan, William M. & Adler, Nicole, 2006. "Aircraft trip cost parameters: A function of stage length and seat capacity," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 42(2), pages 105-115, March.
    9. Coldren, Gregory M. & Koppelman, Frank S., 2005. "Modeling the competition among air-travel itinerary shares: GEV model development," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(4), pages 345-365, May.
    10. Fan, Terence & Vigeant-Langlois, Laurence & Geissler, Christine & Bosler, Björn & Wilmking, Jan, 2001. "Evolution of global airline strategic alliance and consolidation in the twenty-first century," Journal of Air Transport Management, Elsevier, vol. 7(6), pages 349-360.
    11. Yan, Shangyao & Tang, Ching-Hui & Fu, Tseng-Chih, 2008. "An airline scheduling model and solution algorithms under stochastic demands," European Journal of Operational Research, Elsevier, vol. 190(1), pages 22-39, October.
    12. Jeph Abara, 1989. "Applying Integer Linear Programming to the Fleet Assignment Problem," Interfaces, INFORMS, vol. 19(4), pages 20-28, August.
    13. Amos Levin, 1971. "Scheduling and Fleet Routing Models for Transportation Systems," Transportation Science, INFORMS, vol. 5(3), pages 232-255, August.
    14. Wan, Xiang & Zou, Li & Dresner, Martin, 2009. "Assessing the price effects of airline alliances on parallel routes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(4), pages 627-641, July.
    15. Cynthia Barnhart & Timothy S. Kniker & Manoj Lohatepanont, 2002. "Itinerary-Based Airline Fleet Assignment," Transportation Science, INFORMS, vol. 36(2), pages 199-217, May.
    16. Sherali, Hanif D. & Bish, Ebru K. & Zhu, Xiaomei, 2006. "Airline fleet assignment concepts, models, and algorithms," European Journal of Operational Research, Elsevier, vol. 172(1), pages 1-30, July.
    17. Cynthia Barnhart & Peter Belobaba & Amedeo R. Odoni, 2003. "Applications of Operations Research in the Air Transport Industry," Transportation Science, INFORMS, vol. 37(4), pages 368-391, November.
    18. Guy Desaulniers & Jacques Desrosiers & Yvan Dumas & Marius M. Solomon & François Soumis, 1997. "Daily Aircraft Routing and Scheduling," Management Science, INFORMS, vol. 43(6), pages 841-855, June.
    19. Wei, Wenbin & Hansen, Mark, 2005. "Impact of aircraft size and seat availability on airlines' demand and market share in duopoly markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(4), pages 315-327, July.
    20. Manoj Lohatepanont & Cynthia Barnhart, 2004. "Airline Schedule Planning: Integrated Models and Algorithms for Schedule Design and Fleet Assignment," Transportation Science, INFORMS, vol. 38(1), pages 19-32, February.
    21. A. Erdmann & A. Nolte & A. Noltemeier & R. Schrader, 2001. "Modeling and Solving an Airline Schedule Generation Problem," Annals of Operations Research, Springer, vol. 107(1), pages 117-142, October.
    22. Russell A. Rushmeier & Spyridon A. Kontogiorgis, 1997. "Advances in the Optimization of Airline Fleet Assignment," Transportation Science, INFORMS, vol. 31(2), pages 159-169, May.
    23. Jay M. Rosenberger & Ellis L. Johnson & George L. Nemhauser, 2003. "Rerouting Aircraft for Airline Recovery," Transportation Science, INFORMS, vol. 37(4), pages 408-421, November.
    24. Barbot, Cristina, 2004. "Economic effects of re-allocating airports slots: a vertical differentiation approach," Journal of Air Transport Management, Elsevier, vol. 10(5), pages 333-343.
    25. Jay M. Rosenberger & Ellis L. Johnson & George L. Nemhauser, 2004. "A Robust Fleet-Assignment Model with Hub Isolation and Short Cycles," Transportation Science, INFORMS, vol. 38(3), pages 357-368, August.
    26. AhmadBeygi, Shervin & Cohn, Amy & Guan, Yihan & Belobaba, Peter, 2008. "Analysis of the potential for delay propagation in passenger airline networks," Journal of Air Transport Management, Elsevier, vol. 14(5), pages 221-236.
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