IDEAS home Printed from https://ideas.repec.org/a/eee/phsmap/v681y2026ics0378437125007253.html

Complex dynamics of a symmetric quantum Stackelberg duopoly game model with heterogeneous expectations

Author

Listed:
  • Tian, Huaigu
  • Wang, Zhen
  • Zhang, Peijun
  • Li, Jianhui
  • Wang, Qiao
  • Zhang, Shaohua

Abstract

This paper proposes a symmetric quantum Stackelberg duopoly model based on the Frankiewicz quantum method with linear demand and cost functions. The Frankiewicz quantum technique has seldom been applied in the Stackelberg duopoly, and, to the best of the authors' knowledge, this is the first study to use a linear cost function in this context. The game focuses on two players with different expectations. The leader is bounded rational, whereas the follower is adaptable. The equilibrium points of the game model are computed using the backward induction approach, and their stability is numerically examined in terms of various factors. It has two equilibrium points: the subgame perfect equilibrium point and the quantum boundary equilibrium point, which has no economic significance. This model shows chaotic behavior, as evidenced by time series analysis (sensitivity to initial conditions) and phase plots. Furthermore, the complex dynamics of the model, as impacted by various model parameters, are thoroughly examined using one-dimensional and two-dimensional bifurcation diagrams, Lyapunov exponents, and Kaplan-Yorke dimension charts. This research can aid in analyzing and comprehending unexpected actions and strategic circumstances in this game. Understanding the factors that cause chaotic behaviors allows participants (financial firms) to optimize their strategy when confronted with such scenarios.

Suggested Citation

  • Tian, Huaigu & Wang, Zhen & Zhang, Peijun & Li, Jianhui & Wang, Qiao & Zhang, Shaohua, 2026. "Complex dynamics of a symmetric quantum Stackelberg duopoly game model with heterogeneous expectations," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 681(C).
  • Handle: RePEc:eee:phsmap:v:681:y:2026:i:c:s0378437125007253
    DOI: 10.1016/j.physa.2025.131073
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378437125007253
    Download Restriction: Full text for ScienceDirect subscribers only. Journal offers the option of making the article available online on Science direct for a fee of $3,000

    File URL: https://libkey.io/10.1016/j.physa.2025.131073?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Larry Samuelson, 2016. "Game Theory in Economics and Beyond," Journal of Economic Perspectives, American Economic Association, vol. 30(4), pages 107-130, Fall.
    2. Larry Samuelson, 2002. "Evolution and Game Theory," Journal of Economic Perspectives, American Economic Association, vol. 16(2), pages 47-66, Spring.
    3. Jakub Bielawski & Thiparat Chotibut & Fryderyk Falniowski & Michał Misiurewicz & Georgios Piliouras, 2025. "Heterogeneity, reinforcement learning, and chaos in population games," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 122(25), pages 2319929121-, June.
    4. Lian Shi & Yun Le & Zhaohan Sheng, 2014. "Analysis of Price Stackelberg Duopoly Game with Bounded Rationality," Discrete Dynamics in Nature and Society, Hindawi, vol. 2014, pages 1-8, February.
    5. S. S. Askar, 2020. "Duopolistic Stackelberg game: investigation of complex dynamics and chaos control," Operational Research, Springer, vol. 20(3), pages 1685-1699, September.
    6. Peng, Yu & Lu, Qian & Xiao, Yue, 2016. "A dynamic Stackelberg duopoly model with different strategies," Chaos, Solitons & Fractals, Elsevier, vol. 85(C), pages 128-134.
    7. Xiao, Yue & Peng, Yu & Lu, Qian & Wu, Xue, 2018. "Chaotic dynamics in nonlinear duopoly Stackelberg game with heterogeneous players," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 492(C), pages 1980-1987.
    8. Wang, Yifei & Meng, Xinzhu & Alzahrani, Abdullah Khames, 2024. "Stability, period and chaos of the evolutionary game strategy induced by time-delay and mutation feedback," Chaos, Solitons & Fractals, Elsevier, vol. 181(C).
    9. Peng, Yu & Lu, Qian, 2015. "Complex dynamics analysis for a duopoly Stackelberg game model with bounded rationality," Applied Mathematics and Computation, Elsevier, vol. 271(C), pages 259-268.
    10. Yang, Xuenan & Peng, Yu & Xiao, Yue & Wu, Xue, 2019. "Nonlinear dynamics of a duopoly Stackelberg game with marginal costs," Chaos, Solitons & Fractals, Elsevier, vol. 123(C), pages 185-191.
    11. Piotrowski, E.W & Sładkowski, J, 2002. "Quantum market games," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 312(1), pages 208-216.
    12. Shi, Lian & Xu, Feng & Chen, Yongtai, 2021. "Quantum Cournot duopoly game with isoelastic demand function," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 566(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yan, Bo & Ahmadi, Atefeh & Mehrabbeik, Mahtab & Rajagopal, Karthikeyan & He, Shaobo & Jafari, Sajad, 2022. "Expanding the duopoly Stackelberg game with marginal costs into a multipoly game with lowering the burden of mathematical calculations: a numerical analysis," Chaos, Solitons & Fractals, Elsevier, vol. 164(C).
    2. Tian, Yi & Ma, Junhai & Xie, Lei & Koivumäki, Timo & Seppänen, Veikko, 2020. "Coordination and control of multi-channel supply chain driven by consumers’ channel preference and sales effort," Chaos, Solitons & Fractals, Elsevier, vol. 132(C).
    3. Tian, Baodan & Zhang, Yong & Li, Jiamei, 2020. "Stochastic perturbations for a duopoly Stackelberg model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 545(C).
    4. Peng, Yu & Xiao, Yue & Lu, Qian & Wu, Xue & Zhao, Yueru, 2020. "Chaotic dynamics in Cournot duopoly model with bounded rationality based on relative profit delegation maximization," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 560(C).
    5. Ren, Jing & Sun, Hao & Sun, Panfei, 2026. "Dynamic stability of Stackelberg equilibrium in mixed oligopolies: The role of social responsibility, marginal costs, and market structure," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 242(C), pages 125-147.
    6. Atefeh Ahmadi & Sourav Roy & Mahtab Mehrabbeik & Dibakar Ghosh & Sajad Jafari & Matjaž Perc, 2023. "The dynamics of a duopoly Stackelberg game with marginal costs among heterogeneous players," PLOS ONE, Public Library of Science, vol. 18(4), pages 1-22, April.
    7. Yang, Xuenan & Peng, Yu & Xiao, Yue & Wu, Xue, 2019. "Nonlinear dynamics of a duopoly Stackelberg game with marginal costs," Chaos, Solitons & Fractals, Elsevier, vol. 123(C), pages 185-191.
    8. Peng, Yu & Lu, Qian & Xiao, Yue & Wu, Xue, 2019. "Complex dynamics analysis for a remanufacturing duopoly model with nonlinear cost," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 514(C), pages 658-670.
    9. Zhou, Die & Pi, Jinxiu & Yang, Guanghui & Yang, Hui, 2022. "Nonlinear dynamics of a heterogeneous quantum Commons’ tragedy," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 608(P1).
    10. Peng, Yu & Lu, Qian & Wu, Xue & Zhao, Yueru & Xiao, Yue, 2020. "Dynamics of Hotelling triopoly model with bounded rationality," Applied Mathematics and Computation, Elsevier, vol. 373(C).
    11. S. S. Askar, 2020. "Duopolistic Stackelberg game: investigation of complex dynamics and chaos control," Operational Research, Springer, vol. 20(3), pages 1685-1699, September.
    12. Garmani, Hamid & Ait Omar, Driss & El Amrani, Mohamed & Baslam, Mohamed & Jourhmane, Mostafa, 2020. "Analysis of a dynamics duopoly game with two content providers," Chaos, Solitons & Fractals, Elsevier, vol. 131(C).
    13. Yu Yu & Weisheng Yu, 2019. "The Complexion of Multi-period Stackelberg Triopoly Game with Bounded Rationality," Computational Economics, Springer;Society for Computational Economics, vol. 53(1), pages 457-478, January.
    14. Silveira, Douglas & Vasconcelos, Silvinha, 2020. "Essays on duopoly competition with asymmetric firms: Is profit maximization always an evolutionary stable strategy?," International Journal of Production Economics, Elsevier, vol. 225(C).
    15. Fang Wu & Junhai Ma, 2023. "Research Trend, Logical Structure and Outlook on Complex Economic Game," Mathematics, MDPI, vol. 11(5), pages 1-16, February.
    16. Zhang, Ming & Wang, Guanghui & Xu, Jin & Qu, Cunquan, 2020. "Dynamic contest model with bounded rationality," Applied Mathematics and Computation, Elsevier, vol. 370(C).
    17. Grau-Climent, Juan & Garcia-Perez, Luis & Alonso-Sanz, Ramon & Losada, Juan C., 2023. "Effect of players’ expectations and memory in a quantum Cournot game," Chaos, Solitons & Fractals, Elsevier, vol. 175(P1).
    18. Wu, Ruijia & Van Gorder, Robert A., 2018. "Nonlinear dynamics of discrete time multi-level leader–follower games," Applied Mathematics and Computation, Elsevier, vol. 320(C), pages 240-250.
    19. Gonzalez, Stéphane & Rostom, Fatma Zahra, 2022. "Sharing the global outcomes of finite natural resource exploitation: A dynamic coalitional stability perspective," Mathematical Social Sciences, Elsevier, vol. 119(C), pages 1-10.
    20. Joan Luft & Michael Shields, 2002. "Zimmerman's contentious conjectures: describing the present and prescribing the future of empirical management accounting research," European Accounting Review, Taylor & Francis Journals, vol. 11(4), pages 795-803.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:phsmap:v:681:y:2026:i:c:s0378437125007253. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/physica-a-statistical-mechpplications/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.