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Existence, attractors, and fixed-/pre-assigned-time synchronization in a chaotic spatio-temporal financial model

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  • Wang, Chengqiang

Abstract

Chaos is a fundamental feature of dynamical systems with complex nonlinear interactions. Understanding the mechanisms that generate chaos is essential for characterizing the long-term behavior of such systems. In this paper, we investigate a system of semilinear parabolic partial differential equations derived from financial markets, incorporating spatially distributed information on interest rates, investment demand, and price indices. First, by employing the Faedo–Galerkin method, the contraction mapping principle, and the regularity theory of parabolic partial differential equations, we establish the well-posedness, in the sense of Hadamard, of the initial–boundary value problem associated with the considered spatio-temporal financial system. Second, we obtain regularity results for the state trajectories and demonstrate that the concerned financial system possesses a global attractor, which characterizes its asymptotic dynamics and indicates the potential for chaotic behavior (existence of strange attractors) in the system. Third, we design control strategies for a response system corresponding to the concerned spatio-temporal financial system and prove that, under appropriate conditions, the drive and response systems achieve fixed- or preassigned-time synchronization, with explicit estimates for the settling time in the fixed-time case. Finally, numerical simulations confirm the chaotic behavior of the spatio-temporal financial system and validate the effectiveness of the proposed synchronization controls. The model provides a framework for analyzing and tracking spatio-temporal fluctuations in financial markets across spatially distributed regions, making the results both theoretically significant and practically applicable.

Suggested Citation

  • Wang, Chengqiang, 2026. "Existence, attractors, and fixed-/pre-assigned-time synchronization in a chaotic spatio-temporal financial model," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 247(C), pages 613-648.
  • Handle: RePEc:eee:matcom:v:247:y:2026:i:c:p:613-648
    DOI: 10.1016/j.matcom.2026.03.030
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    References listed on IDEAS

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    1. Jie Wu & Xiaohong Pan & Kexing Wu & Xiaofeng Wang, 2024. "Realizing stochastic fixed-time synchronization between two nonlinear chaotic finance systems," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 35(04), pages 1-18, April.
    2. Li, Qinnan & Li, Ruihong & Huang, Dongmei, 2023. "Dynamic analysis of a new 4D fractional-order financial system and its finite-time fractional integral sliding mode control based on RBF neural network," Chaos, Solitons & Fractals, Elsevier, vol. 177(C).
    3. Jajarmi, Amin & Hajipour, Mojtaba & Baleanu, Dumitru, 2017. "New aspects of the adaptive synchronization and hyperchaos suppression of a financial model," Chaos, Solitons & Fractals, Elsevier, vol. 99(C), pages 285-296.
    4. Qijia Yao & Hadi Jahanshahi & Larissa M. Batrancea & Naif D. Alotaibi & Mircea-Iosif Rus, 2022. "Fixed-Time Output-Constrained Synchronization of Unknown Chaotic Financial Systems Using Neural Learning," Mathematics, MDPI, vol. 10(19), pages 1-14, October.
    5. Chen, Wei-Ching, 2008. "Dynamics and control of a financial system with time-delayed feedbacks," Chaos, Solitons & Fractals, Elsevier, vol. 37(4), pages 1198-1207.
    6. Jahanshahi, Hadi & Yousefpour, Amin & Wei, Zhouchao & Alcaraz, Raúl & Bekiros, Stelios, 2019. "A financial hyperchaotic system with coexisting attractors: Dynamic investigation, entropy analysis, control and synchronization," Chaos, Solitons & Fractals, Elsevier, vol. 126(C), pages 66-77.
    7. Benko, Tina P. & Pi, Bin & Li, Qin & Feng, Minyu & Perc, Matjaž & Blažun Vošner, Helena, 2025. "Evolutionary games for cooperation in open data management," Applied Mathematics and Computation, Elsevier, vol. 496(C).
    8. Mo, Shiqi & Shi, Lei & Luo, Mengzhuo & Mu, Jiayin & Luo, Xilong & Chen, Gaofang, 2026. "A piecewise LKF-based method for non-weighted L2-gain H∞ global asymptotic synchronization of switched nonlinear time-delay systems," Chaos, Solitons & Fractals, Elsevier, vol. 205(C).
    9. Ruofeng Rao, 2019. "Global Stability of a Markovian Jumping Chaotic Financial System with Partially Unknown Transition Rates under Impulsive Control Involved in the Positive Interest Rate," Mathematics, MDPI, vol. 7(7), pages 1-15, June.
    10. Chian, Abraham C.-L. & Rempel, Erico L. & Rogers, Colin, 2006. "Complex economic dynamics: Chaotic saddle, crisis and intermittency," Chaos, Solitons & Fractals, Elsevier, vol. 29(5), pages 1194-1218.
    11. Johansyah, Muhamad Deni & Sambas, Aceng & Zheng, Song & Benkouider, Khaled & Vaidyanathan, Sundarapandian & Mohamed, Mohamad Afendee & Mamat, Mustafa, 2023. "A novel financial system with one stable and two unstable equilibrium points: Dynamics, coexisting attractors, complexity analysis and synchronization using integral sliding mode control," Chaos, Solitons & Fractals, Elsevier, vol. 177(C).
    12. Xinggui Li & Ruofeng Rao & Xinsong Yang, 2022. "Impulsive Stabilization on Hyper-Chaotic Financial System under Neumann Boundary," Mathematics, MDPI, vol. 10(11), pages 1-18, May.
    13. Chengqiang Wang & Xiangqing Zhao & Can Wang & Zhiwei Lv, 2023. "Synchronization of Takagi–Sugeno Fuzzy Time-Delayed Stochastic Bidirectional Associative Memory Neural Networks Driven by Brownian Motion in Pre-Assigned Settling Time," Mathematics, MDPI, vol. 11(17), pages 1-32, August.
    14. Karmakar, Souvick & Mondal, Nirmalya & Samanta, Guruprasad & Perc, Matjaž, 2025. "Prey-predator dynamics with adaptive hawk-dove strategies," Chaos, Solitons & Fractals, Elsevier, vol. 200(P1).
    15. Bekiros, Stelios & Yao, Qijia & Mou, Jun & Alkhateeb, Abdulhameed F. & Jahanshahi, Hadi, 2023. "Adaptive fixed-time robust control for function projective synchronization of hyperchaotic economic systems with external perturbations," Chaos, Solitons & Fractals, Elsevier, vol. 172(C).
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