混乱的
李雅普诺夫指数
钥匙(锁)
计算机科学
控制理论(社会学)
不稳定性
分叉
控制(管理)
金融市场
投资(军事)
混沌系统
动力系统理论
财务建模
数值分析
经济
李雅普诺夫函数
理论(学习稳定性)
控制系统
系统动力学
反馈控制
动力系统(定义)
计算机模拟
Lyapunov稳定性
线性系统
复杂动力学
财务
数学优化
复杂系统
技术变革
吸引子
作者
Lovely Borah,Kaushik Dehingia,Subhas Khajanchi,Hemanta Kumar Sarmah
出处
期刊:International Journal of Modern Physics C
[World Scientific]
日期:2025-07-25
标识
DOI:10.1142/s0129183126500063
摘要
This study examines a financial model that incorporates technological advancements as a key factor, alongside interest rates, investment demand and price indices, to capture their increasing impact on financial management. This incorporation results in an enhanced four-dimensional chaotic system, which has been extensively analyzed to explore its detailed dynamical behavior, including equilibria, instability and the emergence of various attractors. Bifurcation analysis and Lyapunov exponents have been utilized to gain a deeper understanding of these dynamics. Linear and speed feedback controllers have been designed and implemented as stabilization mechanisms to mitigate identified chaotic behavior. Numerical simulations have been performed to demonstrate the effectiveness of these control strategies, offering robust support for the theoretical findings.
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