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Prescriptive Analytics for Swapping Aircraft Assignments at All Nippon Airways

Author

Listed:
  • Saravanan Venkatachalam

    (Industrial and Systems Engineering Department, Wayne State University, Detroit, Michigan 48202)

  • Suresh Acharya

    (Decision, Operations and Information Technologies, Robert H. Smith School of Business, University of Maryland, College Park, Maryland 20850)

  • Kenji Oba

    (Juro International Systems, Kansas City, Missouri 64112)

  • Yoshinari Nakayama

    (All Nippon Airways, Tokyo 105-7140, Japan)

Abstract

The authors describe the implementation of a swapper optimization suite (SOS) for All Nippon Airways. SOS uses optimization models to generate optimal swaps of flight legs among different equipment types for the allotted fleet assignments. All Nippon Airways has integrated SOS into its information systems to incorporate optimization into its decision-making process.

Suggested Citation

  • Saravanan Venkatachalam & Suresh Acharya & Kenji Oba & Yoshinari Nakayama, 2020. "Prescriptive Analytics for Swapping Aircraft Assignments at All Nippon Airways," Interfaces, INFORMS, vol. 50(2), pages 99-111, March.
    • Handle: RePEc:inm:orinte:v:50:y:2020:i:2:p:99-111
    DOI: 10.1287/inte.2019.1016
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    References listed on IDEAS

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    1. 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.
    2. Ram Gopalan & Kalyan Talluri, 1998. "Mathematical models in airline schedule planning: A survey," Annals of Operations Research, Springer, vol. 76(0), pages 155-185, January.
    3. 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.
    4. 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.
    5. 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.
    6. Ravindra K. Ahuja & Krishna C. Jha & James B. Orlin & Dushyant Sharma, 2007. "Very Large-Scale Neighborhood Search for the Quadratic Assignment Problem," INFORMS Journal on Computing, INFORMS, vol. 19(4), pages 646-657, November.
    7. Kohl, Niklas & Larsen, Allan & Larsen, Jesper & Ross, Alex & Tiourine, Sergey, 2007. "Airline disruption management—Perspectives, experiences and outlook," Journal of Air Transport Management, Elsevier, vol. 13(3), pages 149-162.
    8. 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.
    9. 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.
    10. Kalyan T. Talluri, 1996. "Swapping Applications in a Daily Airline Fleet Assignment," Transportation Science, INFORMS, vol. 30(3), pages 237-248, August.
    11. Jeph Abara, 1989. "Applying Integer Linear Programming to the Fleet Assignment Problem," Interfaces, INFORMS, vol. 19(4), pages 20-28, August.
    12. 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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