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
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