The effect of market confidence on a financial system from the perspective of fractional calculus: Numerical investigation and circuit realization

被引:127
作者
Chen, Shu-Bo [1 ]
Jahanshahi, Hadi [2 ]
Abba, Oumate Alhadji [3 ]
Solis-Perez, J. E. [4 ]
Bekiros, Stelios [5 ,6 ]
Gomez-Aguilar, J. F. [7 ]
Yousefpour, Amin [8 ]
Chu, Yu-Ming [9 ,10 ]
机构
[1] Hunan City Univ, Sch Sci, Yiyang 413000, Peoples R China
[2] Univ Manitoba, Dept Mech Engn, Winnipeg R3T 5V6, MB, Canada
[3] Univ Maroua, Dept Phys, Fac Sci, POB 814, Maroua, Cameroon
[4] Tecnol Nacl Mexico, CENIDET, Interior Internado Palmira S-N, Cuernavaca 62490, Morelos, Mexico
[5] European Univ Inst, Dept Econ, Via Fontanelle 18, I-50014 Florence, Italy
[6] Wilfrid Laurier Univ, Rimini Ctr Econ Anal RCEA, LH3079, 75 Univ Ave W, Waterloo, ON N2L 3C5, Canada
[7] Tecnol Nacl Mexico, CENIDET, CONACyT, Interior Internado Palmira S-N, Cuernavaca 62490, Morelos, Mexico
[8] Univ Tehran, Sch Mech Engn, Coll Engn, Tehran 1439957131, Iran
[9] Huzhou Univ, Dept Math, Huzhou 313000, Peoples R China
[10] Changsha Univ Sci & Technol, Hunan Prov Key Lab Math Modeling & Anal Engn, Changsha 410114, Peoples R China
基金
中国国家自然科学基金;
关键词
Chaotic financial system; Market confidence; Fractional calculus; Circuit realization; CHAOS;
D O I
10.1016/j.chaos.2020.110223
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Modeling and analysis of financial systems have been interesting topics among researchers. The more precisely we know dynamic of systems, the better we can deal with them. This way, in this paper, we investigate the effect of market confidence on a financial system from the perspective of fractional calculus. Market confidence, which is a significant concern in economic systems, is considered, and its effects are comprehensively investigated. The system has been studied through numerical simulations and analyses, such as the Lyapunov exponents, bifurcation diagrams, and phase portrait. It is shown that the system enters chaos through experiencing a cascade of period doublings, and the existence of chaos is verified. Finally, an analog circuit of the chaotic system is designed and implemented to prove its feasibility in real-world applications. Also, through the circuit implementation, the effects of different factors on the behavior of the systems are investigated. (C) 2020 The Author(s). Published by Elsevier Ltd.
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页数:15
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