Dynamical Analysis and Adaptive Finite-Time Sliding Mode Control Approach of the Financial Fractional-Order Chaotic System

被引:16
|
作者
Johansyah, Muhamad Deni [1 ]
Sambas, Aceng [2 ]
Mobayen, Saleh [3 ,4 ]
Vaseghi, Behrouz [5 ]
Al-Azzawi, Saad Fawzi [6 ]
Sulaiman, Ibrahim Mohammed [7 ]
机构
[1] Univ Padjadjaran, Dept Math, Sumedang 45363, Indonesia
[2] Univ Muhammadiyah Tasikmalaya, Dept Mech Engn, Tasikmalaya 46196, Indonesia
[3] Univ Zanjan, Fac Engn, Dept Elect Engn, Zanjan 45371, Iran
[4] Natl Yunlin Univ Sci & Technol, Grad Sch Intelligent Data Sci, 123 Univ Rd,Sect 3, Touliu 640301, Yunlin, Taiwan
[5] Islamic Azad Univ, Dept Elect & Comp Engn, Abhar Branch, Abhar 6134937333, Iran
[6] Univ Mosul, Dept Math, Mosul 00964, Iraq
[7] Univ Utara Malaysia, Sch Quantitat Sci, Sintok 06010, Malaysia
基金
英国科研创新办公室;
关键词
chaos; fractional-order system; bifurcation; financial chaotic system (FCS); adaptive control; SYNCHRONIZATION; STABILITY; POLICY;
D O I
10.3390/math11010100
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this work, we studied the complex behaviors of the fractional-order financial chaotic system, consisting of a simple, relatively chaotic system with two quadratic nonlinearities (QN) and a sextic nonlinearity (SN). We completed and enriched the results presented in the study of Subartini et al. (2021). As a result of this, our study focused more on the fractional order and adaptive finite-time sliding mode control in the financial risk chaotic system. The dynamical behaviors of the financial chaotic system (FCS) with two QN and an SN were analyzed, and the stability was investigated via the Cardano method. The stability analysis showed that the real part of all the roots was negative, which confirmed the stability of the new system under the typical parameters. By using the MATLAB simulation, these properties were characterized, including the phase portraits, 0-1 test, Poincare map, bifurcation diagram, and Lyapunov exponent. The analysis showed that the financial risk chaotic system of fractional order was able to exhibit chaotic behavior and periodical behavior. In spite of external perturbations and uncertainty, an adaptive finite-time sliding mode control strategy was devised to guide the states of the financial chaotic system to the origin in a finite amount of time. MATLAB phase plots were employed in this study to illustrate all the main results.
引用
收藏
页数:14
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