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
  • [31] In the presence of fear and refuge: Permanence, bifurcation and chaos control of a discrete-time ecological system
    Banerjee, Ritwick
    Das, Soumya
    Das, Pritha
    Mukherjee, Debasis
    INTERNATIONAL JOURNAL OF MODELING SIMULATION AND SCIENTIFIC COMPUTING, 2023, 14 (03)
  • [32] Bifurcation and controlling chaos in a discrete-time biological system
    Feng G.
    American Journal of Biochemistry and Biotechnology, 2020, 16 (03): : 299 - 307
  • [33] Bifurcation and chaos analysis of a fractional-order delay financial risk system using dynamic system approach and persistent homology
    He, Ke
    Shi, Jianping
    Fang, Hui
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2024, 223 : 253 - 274
  • [34] Hidden attractors in a new fractional–order discrete system: Chaos,complexity, entropy, and control
    Adel Ouannas
    Amina Aicha Khennaoui
    Shaher Momani
    Viet-Thanh Pham
    Reyad El-Khazali
    Chinese Physics B, 2020, 29 (05) : 210 - 217
  • [35] Controlling Chaos for a Fractional-Order Discrete System
    Alberto Quezada-Tellez, Luis
    Franco-Perez, Luis
    Fernandez-Anaya, Guillermo
    IEEE OPEN JOURNAL OF CIRCUITS AND SYSTEMS, 2020, 1 : 263 - 269
  • [36] BIFURCATION AND CHAOS IN A DISCRETE FRACTIONAL ORDER REDUCED LORENZ MODEL WITH CAPUTO AND CONFORMABLE DERIVATIVES
    Rana, S. M. Sohel
    Uddin, Md. Jasim
    Khan, A. Q.
    JOURNAL OF APPLIED ANALYSIS AND COMPUTATION, 2025, 15 (03): : 1241 - 1271
  • [37] Bifurcation analysis and chaos control in discrete-time glycolysis models
    Qamar Din
    Journal of Mathematical Chemistry, 2018, 56 : 904 - 931
  • [38] Bifurcation Analysis and Chaos Control for a Discrete-Time Enzyme Model
    Din, Qamar
    Iqbal, Muhammad Asad
    ZEITSCHRIFT FUR NATURFORSCHUNG SECTION A-A JOURNAL OF PHYSICAL SCIENCES, 2019, 74 (01): : 1 - 14
  • [39] Bifurcation analysis and chaos control in discrete-time glycolysis models
    Din, Qamar
    JOURNAL OF MATHEMATICAL CHEMISTRY, 2018, 56 (03) : 904 - 931
  • [40] Chaos control strategy for a fractional-order financial model
    Changjin Xu
    Chaouki Aouiti
    Maoxin Liao
    Peiluan Li
    Zixin Liu
    Advances in Difference Equations, 2020