On fractional discrete financial system: Bifurcation, chaos, and control

被引:0
|
作者
Diabi, Louiza [1 ]
Ouannas, Adel [2 ]
Hioual, Amel [2 ]
Momani, Shaher [3 ,4 ]
Abbes, Abderrahmane [5 ]
机构
[1] Univ Larbi Ben Mhidi, Lab Dynam Syst & Control, Oum El Bouaghi 04000, Algeria
[2] Univ Larbi Ben Mhidi, Dept Math & Comp Sci, Oum El Bouaghi 04000, Algeria
[3] Ajman Univ, Nonlinear Dynam Res Ctr, Ajman 346, U Arab Emirates
[4] Univ Jordan, Dept Math, Amman 11942, Jordan
[5] Univ Badji Mokhtar, Lab Math Dynam & Modelizat, Annaba 23000, Algeria
关键词
financial model; stability; chaos; commensurate and incommensurate orders; complexity; 02.30.Yy; 02.30.Oz; MEMRISTOR MAP; ENTROPY; COMMENSURATE; STABILITY;
D O I
10.1088/1674-1056/ad5d96
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The dynamic analysis of financial systems is a developing field that combines mathematics and economics to understand and explain fluctuations in financial markets. This paper introduces a new three-dimensional (3D) fractional financial map and we dissect its nonlinear dynamics system under commensurate and incommensurate orders. As such, we evaluate when the equilibrium points are stable or unstable at various fractional orders. We use many numerical methods, phase plots in 2D and 3D projections, bifurcation diagrams and the maximum Lyapunov exponent. These techniques reveal that financial maps exhibit chaotic attractor behavior. This study is grounded on the Caputo-like discrete operator, which is specifically influenced by the variance of the commensurate and incommensurate orders. Furthermore, we confirm the presence and measure the complexity of chaos in financial maps by the 0-1 test and the approximate entropy algorithm. Additionally, we offer nonlinear-type controllers to stabilize the fractional financial map. The numerical results of this study are obtained using MATLAB.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] On fractional discrete financial system:Bifurcation, chaos, and control
    Louiza Diabi
    Adel Ouannas
    Amel Hioual
    Shaher Momani
    Abderrahmane Abbes
    Chinese Physics B, 2024, 33 (10) : 150 - 162
  • [2] Chaos, Hopf bifurcation and control of a fractional-order delay financial system
    Shi, Jianping
    He, Ke
    Fang, Hui
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2022, 194 : 348 - 364
  • [3] Bifurcation and chaos in a discrete physiological control system
    Li, Li
    APPLIED MATHEMATICS AND COMPUTATION, 2015, 252 : 397 - 404
  • [4] An incommensurate fractional discrete macroeconomic system:Bifurcation, chaos, and complexity
    Abderrahmane Abbes
    Adel Ouannas
    Nabil Shawagfeh
    Chinese Physics B, 2023, (03) : 78 - 87
  • [5] An incommensurate fractional discrete macroeconomic system: Bifurcation, chaos, and complexity
    Abbes, Abderrahmane
    Ouannas, Adel
    Shawagfeh, Nabil
    CHINESE PHYSICS B, 2023, 32 (03)
  • [6] Bifurcation Analysis and Chaos Control in a Discrete Epidemic System
    Tan, Wei
    Gao, Jianguo
    Fan, Wenjun
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2015, 2015
  • [7] Chaos Control of a Fractional-Order Financial System
    Abd-Elouahab, Mohammed Salah
    Hamri, Nasr-Eddine
    Wang, Junwei
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2010, 2010
  • [8] On bifurcation and chaos in a discrete dynamical system
    Pant R.P.
    Differential Equations and Dynamical Systems, 2008, 16 (4) : 333 - 350
  • [9] BIFURCATION, CHAOS AND ITS CONTROL IN A FRACTIONAL ORDER POWER SYSTEM MODEL WITH UNCERTAINTIES
    Rajagopal, Karthikeyan
    Karthikeyan, Anitha
    Duraisamy, Prakash
    Weldegiorgis, Riessom
    Tadesse, Goitom
    ASIAN JOURNAL OF CONTROL, 2019, 21 (01) : 184 - 193
  • [10] Chaos control and projective synchronization of a fractional-order financial system
    Yang, Maosong
    Dong, Duan
    Ma, Shaojuan
    2015 2ND INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING ICISCE 2015, 2015, : 651 - 655