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Stochastic model for hotel room pricing and upgrading

Author

Listed:
  • Yihua Li

    (United Airlines)

  • Lila Rasekh

    (Sears Holdings Corporation)

  • Xiubin Bruce Wang

    (Texas A&M University)

  • Qing Miao

    (Norfolk Southern Railway)

Abstract

Hotel revenue management concerns allocation of limited rooms to demands from different price categories. Hotel rooms fall into groups of different amenities, each having its according prices. Sometimes, due to shortage of rooms in one category, a demand may be offered a room in a higher category but at the same lower price, called upgrading. Overbooking is also practiced because of late cancelation and no shows. Usually, upgrading is done separately from pricing optimization, which can lead to suboptimal solutions. This paper develops a deterministic linear programming (DLP) model to simultaneously consider hotel room pricing and allocation including overbooking and upgrading through a process that specifically deals with room categories. We further extend our DLP model to a stochastic one to address the uncertainties of demands. Numerical tests are carefully conducted to show the models are effective, and the system has been successfully implemented at several resort hotels.

Suggested Citation

  • Yihua Li & Lila Rasekh & Xiubin Bruce Wang & Qing Miao, 2016. "Stochastic model for hotel room pricing and upgrading," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 15(6), pages 500-508, December.
    • Handle: RePEc:pal:jorapm:v:15:y:2016:i:6:d:10.1057_s41272-016-0066-9
    DOI: 10.1057/s41272-016-0066-9
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    References listed on IDEAS

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    1. Wen Zhao & Yu-Sheng Zheng, 2001. "A Dynamic Model for Airline Seat Allocation with Passenger Diversion and No-Shows," Transportation Science, INFORMS, vol. 35(1), pages 80-98, February.
    2. Jeffrey I. McGill & Garrett J. van Ryzin, 1999. "Revenue Management: Research Overview and Prospects," Transportation Science, INFORMS, vol. 33(2), pages 233-256, May.
    3. Guillermo Gallego & Özge Şahin, 2010. "Revenue Management with Partially Refundable Fares," Operations Research, INFORMS, vol. 58(4-part-1), pages 817-833, August.
    4. Li, Yihua & Wang, Xiubin & Adams, Teresa M., 2009. "Ride service outsourcing for profit maximization," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(1), pages 138-148, January.
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