Bifurcation analysis of a non linear 6D financial system with three time delay feedback

IF 5.6 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Animesh Phukan, Hemanta Kumar Sarmah
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Abstract

Nonlinear financial systems capture real-world economic and financial complexities, enabling deeper insights into stock market crashes, feedback mechanisms, currency devaluations, and emergent behaviors. The purpose of this study is to investigate the structure of a nonlinear financial system that incorporates interest rates, investment demand, price index, GDP growth rate, unemployment rate, and vacancy availability rate into the system. Time delays in financial systems describe the time gap between economic decisions and real-life implementations. In this study, three different time delays are incorporated in investment demand, GDP growth, and vacancy creation. We consider four cases to describe the intrinsic dynamics of economic factors. First, we consider the system without time delays, and branch point bifurcation, transcritical bifurcation, and Hopf bifurcation for different parameters, such as government debt, novice entrepreneurs, and capital stock, are investigated. Secondly, this research highlights the sensitivity of the financial system to the delay in vacancy creation, and it has been noted that when the delay in vacancy formation increases, it becomes more challenging for the six state variables to be stable. Next, we consider the time delay in GDP and investigate the stability of the system for the time lag. Lastly, we consider all three time delays, and the financial system switches its stability when the delays attain their critical values. The research demonstrates, through advanced computer simulations, how financial systems may be altered by a change in policy or by an external force or market fluctuations.
具有三时滞反馈的非线性6D金融系统的分岔分析
非线性金融系统捕捉了现实世界的经济和金融复杂性,能够更深入地了解股市崩盘、反馈机制、货币贬值和紧急行为。本文的研究目的是探讨一个包含利率、投资需求、物价指数、GDP增长率、失业率和空缺率的非线性金融系统的结构。金融系统中的时间延迟描述了经济决策和实际实施之间的时间差距。在本研究中,三种不同的时滞被纳入投资需求、GDP增长和空缺创造。我们考虑了四个案例来描述经济因素的内在动态。首先,考虑无时滞系统,研究了不同参数(如政府债务、新手企业家和资本存量)下的分支点分岔、跨临界分岔和Hopf分岔。其次,本研究突出了金融系统对空缺产生延迟的敏感性,并注意到当空缺形成延迟增加时,六个状态变量的稳定性变得更具挑战性。其次,我们考虑了GDP的时滞,并研究了系统在时滞下的稳定性。最后,我们考虑了所有三种时滞,并且当时滞达到临界值时,金融系统切换其稳定性。这项研究通过先进的计算机模拟,展示了金融体系是如何被政策变化、外部力量或市场波动所改变的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
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