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Frequency competition among airlines on coordinated airports network

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  • Wang, Chun-Han
  • Zhang, Wenzhu
  • Dai, Yue
  • Lee, Yu-Ching

Abstract

Frequency competition is critical for a full-service airline in gaining market share, and adopting a proper strategy can improve an airline’s profits. This study proposes a new equilibrium programming model with flow balance to address frequency competition on airports network with time slot constraints. We first show that a pure-strategy Nash equilibrium may not always exist, and thus forming a pure strategy profile in frequency competition among airlines may naturally lead to deviation from current frequency. Therefore, we formulate the problem as a programming model with a mixed-strategy Nash equilibrium. To avoid shocks from dramatic frequency changes across the network, airlines tend to fine-tune frequencies on select segments during each adjustment. We propose a procedure to generate a computationally tractable amount of representative strategies from a finite set of feasible strategies to demonstrate mixed-strategy Nash equilibrium. We conduct an empirical analysis using an example in which industry profitability increased by as much as 7.89%. We then extend the model to formulate frequency competition among metal-neutral alliances. The results show that forming metal-neutral alliances can improve total industry profits by 10.59%. In particular, a sensitivity analysis with real data on the tolerance of flow imbalance demonstrates that deducting the potential costs due to the relaxation of flow balance between congested airports may earn additional total industry profits in a frequency competition.

Suggested Citation

  • Wang, Chun-Han & Zhang, Wenzhu & Dai, Yue & Lee, Yu-Ching, 2022. "Frequency competition among airlines on coordinated airports network," European Journal of Operational Research, Elsevier, vol. 297(2), pages 484-495.
  • Handle: RePEc:eee:ejores:v:297:y:2022:i:2:p:484-495
    DOI: 10.1016/j.ejor.2021.04.037
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    References listed on IDEAS

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    1. Vikrant Vaze & Cynthia Barnhart, 2015. "The Price of Airline Frequency Competition," Springer Series in Reliability Engineering, in: Kjell Hausken & Jun Zhuang (ed.), Game Theoretic Analysis of Congestion, Safety and Security, edition 127, pages 173-217, Springer.
    2. Gregory Dobson & Phillip J. Lederer, 1993. "Airline Scheduling and Routing in a Hub-and-Spoke System," Transportation Science, INFORMS, vol. 27(3), pages 281-297, August.
    3. Pierre J. Dejax & Teodor Gabriel Crainic, 1987. "Survey Paper---A Review of Empty Flows and Fleet Management Models in Freight Transportation," Transportation Science, INFORMS, vol. 21(4), pages 227-248, November.
    4. Ribeiro, Nuno Antunes & Jacquillat, Alexandre & Antunes, António Pais & Odoni, Amedeo R. & Pita, João P., 2018. "An optimization approach for airport slot allocation under IATA guidelines," Transportation Research Part B: Methodological, Elsevier, vol. 112(C), pages 132-156.
    5. Konstantinos G. Zografos & Michael A. Madas & Konstantinos N. Androutsopoulos, 2017. "Increasing airport capacity utilisation through optimum slot scheduling: review of current developments and identification of future needs," Journal of Scheduling, Springer, vol. 20(1), pages 3-24, February.
    6. Schipper, Youdi & Nijkamp, Peter & Rietveld, Piet, 2007. "Deregulation and welfare in airline markets: An analysis of frequency equilibria," European Journal of Operational Research, Elsevier, vol. 178(1), pages 194-206, April.
    7. Barry C. Smith & Ellis L. Johnson, 2006. "Robust Airline Fleet Assignment: Imposing Station Purity Using Station Decomposition," Transportation Science, INFORMS, vol. 40(4), pages 497-516, November.
    8. Vikrant Vaze & Cynthia Barnhart, 2012. "Modeling Airline Frequency Competition for Airport Congestion Mitigation," Transportation Science, INFORMS, vol. 46(4), pages 512-535, November.
    9. Wen, Yuh-Horng & Hsu, Chaug-Ing, 2006. "Interactive multiobjective programming in airline network design for international airline code-share alliance," European Journal of Operational Research, Elsevier, vol. 174(1), pages 404-426, October.
    10. Adler, Nicole, 2001. "Competition in a deregulated air transportation market," European Journal of Operational Research, Elsevier, vol. 129(2), pages 337-345, March.
    11. Wilma W. Suen, 2005. "The Dark Side of Strategic Alliances," Palgrave Macmillan Books, in: Non-Cooperation — The Dark Side of Strategic Alliances, chapter 1, pages 1-10, Palgrave Macmillan.
    12. Alexandre Jacquillat & Amedeo R. Odoni, 2015. "An Integrated Scheduling and Operations Approach to Airport Congestion Mitigation," Operations Research, INFORMS, vol. 63(6), pages 1390-1410, December.
    13. Aguirregabiria, Victor & Ho, Chun-Yu, 2012. "A dynamic oligopoly game of the US airline industry: Estimation and policy experiments," Journal of Econometrics, Elsevier, vol. 168(1), pages 156-173.
    14. Narasimhan, Chakravarthi, 1988. "Competitive Promotional Strategies," The Journal of Business, University of Chicago Press, vol. 61(4), pages 427-449, October.
    15. Wilma W. Suen, 2005. "Non-Cooperation — The Dark Side of Strategic Alliances," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-59657-3, December.
    16. Wei, Wenbin & Hansen, Mark, 2007. "Airlines' competition in aircraft size and service frequency in duopoly markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(4), pages 409-424, July.
    17. Hsu, Chaug-Ing & Wen, Yuh-Horng, 2003. "Determining flight frequencies on an airline network with demand-supply interactions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 39(6), pages 417-441, November.
    18. Grauberger, W. & Kimms, A., 2014. "Computing approximate Nash equilibria in general network revenue management games," European Journal of Operational Research, Elsevier, vol. 237(3), pages 1008-1020.
    19. Hansen, Mark, 1990. "Airline competition in a hub-dominated environment: An application of noncooperative game theory," Transportation Research Part B: Methodological, Elsevier, vol. 24(1), pages 27-43, February.
    20. Goh, Kevin & Uncles, Mark, 2003. "The benefits of airline global alliances: an empirical assessment of the perceptions of business travelers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(6), pages 479-497, July.
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    2. Xu, Yifan & Adler, Nicole & Wandelt, Sebastian & Sun, Xiaoqian, 2024. "Competitive integrated airline schedule design and fleet assignment," European Journal of Operational Research, Elsevier, vol. 314(1), pages 32-50.

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