Bifurcation and chaos control in a heterogeneous Cournot-Bertrand duopoly game model

IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Chaos Solitons & Fractals Pub Date : 2024-11-22 DOI:10.1016/j.chaos.2024.115757
Rizwan Ahmed , M. Zubair Akbar Qureshi , Muhammad Abbas , Nida Mumtaz
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Abstract

In this study, we investigate a Cournot-Bertrand duopoly model with heterogeneous players, where the first player uses bounded rationality and the second player is naive. We examine the existence and stability of all fixed points in the model and use center manifold and bifurcation theory to analyze the occurrence and direction of period-doubling and Neimark-Sacker bifurcations at the positive fixed point. To control bifurcation and chaos, feedback control and hybrid control methods are applied. Numerical examples confirm our theoretical results and reveal the model’s complex dynamics. Notably, we show that increasing the speed adjustment parameter α in the first player’s bounded rationality mechanism can drive the system from stable equilibrium through periodic oscillations to chaos, highlighting the parameter’s critical role in market complexity and instability.
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异质库诺-伯特兰双头垄断博弈模型中的分岔和混沌控制
在本研究中,我们研究了一个具有异质参与者的库诺-贝特朗双头垄断模型,其中第一个参与者使用有界理性,第二个参与者是天真的。我们研究了模型中所有固定点的存在性和稳定性,并利用中心流形和分岔理论分析了正固定点处周期加倍和 Neimark-Sacker 分岔的发生和方向。为了控制分岔和混沌,我们采用了反馈控制和混合控制方法。数值实例证实了我们的理论结果,并揭示了模型的复杂动态。值得注意的是,我们的研究表明,增加第一玩家有界理性机制中的速度调节参数α,可以使系统从稳定平衡经过周期性振荡进入混沌,突出了该参数在市场复杂性和不稳定性中的关键作用。
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来源期刊
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
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