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Chaotic analysis and adaptive synchronization for a class of fractional order financial system

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  • Gong, Xiao-Li
  • Liu, Xi-Hua
  • Xiong, Xiong

Abstract

In this paper, the generation conditions of chaotic behavior are discussed and the adaptive synchronization control method for a class of fractional order financial system is proposed. Based on the stability theory of fractional order system, the necessary conditions for the system to generate chaotic attractors are analyzed by the equilibrium points and the corresponding eigenvalues. In order to solve the synchronization problem of financial system with fractional order, a novel adaptive synchronization method is proposed based on the generalized Lyapunov stability theory, which is simple in structure and is easy to implement. Finally, the numerical simulations are exploited to verify the effectiveness and feasibility of the proposed method.

Suggested Citation

  • Gong, Xiao-Li & Liu, Xi-Hua & Xiong, Xiong, 2019. "Chaotic analysis and adaptive synchronization for a class of fractional order financial system," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 522(C), pages 33-42.
  • Handle: RePEc:eee:phsmap:v:522:y:2019:i:c:p:33-42
    DOI: 10.1016/j.physa.2019.01.138
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    References listed on IDEAS

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    1. Atefeh Marvi Moghadam & Saeed Balochian, 2014. "Synchronization of Economic Systems with Fractional Order Dynamics Using Active Sliding Mode Control," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 4(5), pages 692-704, May.
    2. Chen, Wei-Ching, 2008. "Nonlinear dynamics and chaos in a fractional-order financial system," Chaos, Solitons & Fractals, Elsevier, vol. 36(5), pages 1305-1314.
    3. Liping Chen & Yi Chai & Ranchao Wu, 2011. "Control and Synchronization of Fractional-Order Financial System Based on Linear Control," Discrete Dynamics in Nature and Society, Hindawi, vol. 2011, pages 1-21, August.
    4. Danca, Marius-F. & Garrappa, Roberto, 2015. "Suppressing chaos in discontinuous systems of fractional order by active control," Applied Mathematics and Computation, Elsevier, vol. 257(C), pages 89-102.
    5. Tavazoei, Mohammad Saleh & Haeri, Mohammad, 2008. "Synchronization of chaotic fractional-order systems via active sliding mode controller," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(1), pages 57-70.
    6. Huang, Chengdai & Cao, Jinde, 2017. "Active control strategy for synchronization and anti-synchronization of a fractional chaotic financial system," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 473(C), pages 262-275.
    7. Agarwal, P. & El-Sayed, A.A., 2018. "Non-standard finite difference and Chebyshev collocation methods for solving fractional diffusion equation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 500(C), pages 40-49.
    8. Agrawal, S.K. & Srivastava, M. & Das, S., 2012. "Synchronization of fractional order chaotic systems using active control method," Chaos, Solitons & Fractals, Elsevier, vol. 45(6), pages 737-752.
    9. Hajipour, Ahamad & Hajipour, Mojtaba & Baleanu, Dumitru, 2018. "On the adaptive sliding mode controller for a hyperchaotic fractional-order financial system," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 497(C), pages 139-153.
    10. Atefeh Marvi Moghadam & Saeed Balochian, 2014. "Synchronization of Economic Systems with Fractional Order Dynamics Using Active Sliding Mode Control," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 4(5), pages 692-704.
    11. Chen, Liping & Pan, Wei & Wu, Ranchao & Wang, Kunpeng & He, Yigang, 2016. "Generation and circuit implementation of fractional-order multi-scroll attractors," Chaos, Solitons & Fractals, Elsevier, vol. 85(C), pages 22-31.
    12. Dadras, Sara & Momeni, Hamid Reza, 2010. "Control of a fractional-order economical system via sliding mode," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(12), pages 2434-2442.
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