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
  • [21] 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
  • [22] The fractional-order discrete COVID-19 pandemic model: stability and chaos
    Abbes, Abderrahmane
    Ouannas, Adel
    Shawagfeh, Nabil
    Jahanshahi, Hadi
    NONLINEAR DYNAMICS, 2023, 111 (01) : 965 - 983
  • [23] A discrete fractional order cournot duopoly game model with relative profit delegation: Stability, bifurcation, chaos, 0-1 testing and control
    Kartal, Senol
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2025, 457
  • [24] Chaos in a two dimensional fractional discrete Hopfield neural network and its control
    Al-Husban, Abdallah
    Karoun, Rabia Chaimaa
    Heilat, Ahmed Salem
    Al Horani, Mohammed
    Khennaoui, Amina Aicha
    Grassi, Giuseppe
    Radogna, Antonio Vincenzo
    Ouannas, Adel
    ALEXANDRIA ENGINEERING JOURNAL, 2023, 75 : 627 - 638
  • [25] Bifurcation and chaos analysis for a discrete ecological developmental systems
    Xiao-Wei Jiang
    Chaoyang Chen
    Xian-He Zhang
    Ming Chi
    Huaicheng Yan
    Nonlinear Dynamics, 2021, 104 : 4671 - 4680
  • [26] Bifurcation and chaos analysis for a discrete ecological developmental systems
    Jiang, Xiao-Wei
    Chen, Chaoyang
    Zhang, Xian-He
    Chi, Ming
    Yan, Huaicheng
    NONLINEAR DYNAMICS, 2021, 104 (04) : 4671 - 4680
  • [27] Analysis of bifurcation, chaos and pattern formation in a discrete time and space Gierer Meinhardt system
    Wang, Jinliang
    Li, You
    Zhong, Shihong
    Hou, Xiaojie
    CHAOS SOLITONS & FRACTALS, 2019, 118 : 1 - 17
  • [28] Bifurcation and chaos in a discrete-time fractional-order logistic model with Allee effect and proportional harvesting
    Panigoro, Hasan S.
    Rayungsari, Maya
    Suryanto, Agus
    INTERNATIONAL JOURNAL OF DYNAMICS AND CONTROL, 2023, 11 (04) : 1544 - 1558
  • [29] Bifurcation and chaos in discrete-time BVP oscillator
    Wang, Jinliang
    Feng, Guangqing
    INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS, 2010, 45 (06) : 608 - 620
  • [30] 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