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Solving a large-scale integrated fleet assignment and crew pairing problem

Author

Listed:
  • Okan Örsan Özener

    (Ozyegin University)

  • Melda Örmeci Matoğlu

    (University of New Hampshire)

  • Güneş Erdoğan

    (University of Bath)

  • Mohamed Haouari

    (Qatar University)

  • Hasan Sözer

    (Ozyegin University)

Abstract

Airline schedule planning problems are typically decomposed into smaller problems, which are solved in a sequential manner, due to the complexity of the overall problems. This results in suboptimal solutions as well as feasibility issues in the consecutive phases. In this study, we address the integrated fleet assignment and crew pairing problem (IFACPP) of a European Airline. The specific network and cost structures allow us to develop novel approaches to this integrated problem. We propose an optimization-driven algorithm that can efficiently handle large scale instances of the IFACPP. We perform a computational study on real-world monthly flight schedules to test the performance of our solution method. Based on the results on instances with up to 27,500 flight legs, we show that our algorithm provides solutions with significant cost savings over the sequential approach.

Suggested Citation

  • Okan Örsan Özener & Melda Örmeci Matoğlu & Güneş Erdoğan & Mohamed Haouari & Hasan Sözer, 2017. "Solving a large-scale integrated fleet assignment and crew pairing problem," Annals of Operations Research, Springer, vol. 253(1), pages 477-500, June.
    • Handle: RePEc:spr:annopr:v:253:y:2017:i:1:d:10.1007_s10479-016-2319-9
    DOI: 10.1007/s10479-016-2319-9
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    References listed on IDEAS

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    1. Chunhua Gao & Ellis Johnson & Barry Smith, 2009. "Integrated Airline Fleet and Crew Robust Planning," Transportation Science, INFORMS, vol. 43(1), pages 2-16, February.
    2. Shivaram Subramanian & Hanif D. Sherali, 2008. "An Effective Deflected Subgradient Optimization Scheme for Implementing Column Generation for Large-Scale Airline Crew Scheduling Problems," INFORMS Journal on Computing, INFORMS, vol. 20(4), pages 565-578, November.
    3. 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.
    4. Jean-François Cordeau & Goran Stojković & François Soumis & Jacques Desrosiers, 2001. "Benders Decomposition for Simultaneous Aircraft Routing and Crew Scheduling," Transportation Science, INFORMS, vol. 35(4), pages 375-388, November.
    5. Andrew J. Schaefer & Ellis L. Johnson & Anton J. Kleywegt & George L. Nemhauser, 2005. "Airline Crew Scheduling Under Uncertainty," Transportation Science, INFORMS, vol. 39(3), pages 340-348, August.
    6. 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.
    7. Hanif Sherali & Ki-Hwan Bae & Mohamed Haouari, 2013. "A benders decomposition approach for an integrated airline schedule design and fleet assignment problem with flight retiming, schedule balance, and demand recapture," Annals of Operations Research, Springer, vol. 210(1), pages 213-244, November.
    8. J. P. Arabeyre & J. Fearnley & F. C. Steiger & W. Teather, 1969. "The Airline Crew Scheduling Problem: A Survey," Transportation Science, INFORMS, vol. 3(2), pages 140-163, May.
    9. Mark S. Daskin & Nicholaos D. Panayotopoulos, 1989. "A Lagrangian Relaxation Approach to Assigning Aircraft to Routes in Hub and Spoke Networks," Transportation Science, INFORMS, vol. 23(2), pages 91-99, May.
    10. E. Rod Butchers & Paul R. Day & Andrew P. Goldie & Stephen Miller & Jeff A. Meyer & David M. Ryan & Amanda C. Scott & Chris A. Wallace, 2001. "Optimized Crew Scheduling at Air New Zealand," Interfaces, INFORMS, vol. 31(1), pages 30-56, February.
    11. Ravindra K. Ahuja & Jon Goodstein & Amit Mukherjee & James B. Orlin & Dushyant Sharma, 2007. "A Very Large-Scale Neighborhood Search Algorithm for the Combined Through-Fleet-Assignment Model," INFORMS Journal on Computing, INFORMS, vol. 19(3), pages 416-428, August.
    12. Balaji Gopalakrishnan & Ellis. Johnson, 2005. "Airline Crew Scheduling: State-of-the-Art," Annals of Operations Research, Springer, vol. 140(1), pages 305-337, November.
    13. Bélanger, Nicolas & Desaulniers, Guy & Soumis, François & Desrosiers, Jacques & Lavigne, June, 2006. "Weekly airline fleet assignment with homogeneity," Transportation Research Part B: Methodological, Elsevier, vol. 40(4), pages 306-318, May.
    14. Amy Mainville Cohn & Cynthia Barnhart, 2003. "Improving Crew Scheduling by Incorporating Key Maintenance Routing Decisions," Operations Research, INFORMS, vol. 51(3), pages 387-396, June.
    15. Panayiotis Alefragis & Peter Sanders & Tuomo Takkula & Dag Wedelin, 2000. "Parallel Integer Optimization for Crew Scheduling," Annals of Operations Research, Springer, vol. 99(1), pages 141-166, December.
    16. Jeph Abara, 1989. "Applying Integer Linear Programming to the Fleet Assignment Problem," Interfaces, INFORMS, vol. 19(4), pages 20-28, August.
    17. Pamela H. Vance & Cynthia Barnhart & Ellis L. Johnson & George L. Nemhauser, 1997. "Airline Crew Scheduling: A New Formulation and Decomposition Algorithm," Operations Research, INFORMS, vol. 45(2), pages 188-200, April.
    18. Cynthia Barnhart & Timothy S. Kniker & Manoj Lohatepanont, 2002. "Itinerary-Based Airline Fleet Assignment," Transportation Science, INFORMS, vol. 36(2), pages 199-217, May.
    19. L. W. Clarke & C. A. Hane & E. L. Johnson & G. L. Nemhauser, 1996. "Maintenance and Crew Considerations in Fleet Assignment," Transportation Science, INFORMS, vol. 30(3), pages 249-260, August.
    20. 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.
    21. Ranga Anbil & Eric Gelman & Bruce Patty & Rajan Tanga, 1991. "Recent Advances in Crew-Pairing Optimization at American Airlines," Interfaces, INFORMS, vol. 21(1), pages 62-74, February.
    22. Cynthia Barnhart & Natashia L. Boland & Lloyd W. Clarke & Ellis L. Johnson & George L. Nemhauser & Rajesh G. Shenoi, 1998. "Flight String Models for Aircraft Fleeting and Routing," Transportation Science, INFORMS, vol. 32(3), pages 208-220, August.
    23. 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.
    24. L Cavique & C Rego & I Themido, 1999. "Subgraph ejection chains and tabu search for the crew scheduling problem," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(6), pages 608-616, June.
    25. Hanif D. Sherali & Ki-Hwan Bae & Mohamed Haouari, 2010. "Integrated Airline Schedule Design and Fleet Assignment: Polyhedral Analysis and Benders' Decomposition Approach," INFORMS Journal on Computing, INFORMS, vol. 22(4), pages 500-513, November.
    26. 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.
    27. Ira Gershkoff, 1989. "Optimizing Flight Crew Schedules," Interfaces, INFORMS, vol. 19(4), pages 29-43, August.
    28. 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.
    29. Rivi Sandhu & Diego Klabjan, 2007. "Integrated Airline Fleeting and Crew-Pairing Decisions," Operations Research, INFORMS, vol. 55(3), pages 439-456, June.
    30. 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.
    31. Diego Klabjan & Ellis L. Johnson & George L. Nemhauser & Eric Gelman & Srini Ramaswamy, 2002. "Airline Crew Scheduling with Time Windows and Plane-Count Constraints," Transportation Science, INFORMS, vol. 36(3), pages 337-348, August.
    32. Cynthia Barnhart & Ellis L. Johnson & George L. Nemhauser & Martin W. P. Savelsbergh & Pamela H. Vance, 1998. "Branch-and-Price: Column Generation for Solving Huge Integer Programs," Operations Research, INFORMS, vol. 46(3), pages 316-329, June.
    33. Ali Azadeh & Ghazal Asadipour & Hesam Eivazy & Salman Nazari-Shirkouhi, 2012. "A unique hybrid particle swarm optimisation algorithm for simulation and improvement of crew scheduling problem," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 13(4), pages 406-422.
    34. Radhika Subramanian & Richard P. Scheff & John D. Quillinan & D. Steve Wiper & Roy E. Marsten, 1994. "Coldstart: Fleet Assignment at Delta Air Lines," Interfaces, INFORMS, vol. 24(1), pages 104-120, February.
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