Controlling memory chaos and synchronization in real order nonlinear systems

IF 4.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Journal of The Franklin Institute-engineering and Applied Mathematics Pub Date : 2025-02-01 Epub Date: 2025-01-07 DOI:10.1016/j.jfranklin.2024.107503
Bichitra Kumar Lenka, Ranjit Kumar Upadhyay
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Abstract

Nonlinear systems associated with real orders are known to produce complicated dynamics that can be distinguished from their integer counterparts. In applications of interest, the inclusion of real orders introduces memory to the system, and the settling of initial time can give rise to new representations of real-order systems that may not be similar to their integer version counterparts. Controlling memory chaos and synchronization in real-world systems poses new complex issues due to initial time-dependent nature of fractional derivatives. All the existing literature has not considered an important factor of ultimate random initial time, when it comes to the problem of control and synchronization of real-order systems. This paper uses the active control method and proposes principles of control and synchronization for random initial-time incommensurate real-order systems in the sense of Caputo fractional derivative. First, by using the real-order linear time-varying theory, it is shown that memory chaos in an incommensurate food chain nonlinear system can be controlled when the system starts at a non-zero initial time. Then, we show that the chaotic states of two identical models of such systems can be synchronized whenever the initial time becomes non-zero. Numerical simulations are presented to illustrate the importance of theoretical analysis.
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实阶非线性系统的记忆混沌与同步控制
已知与实阶相关的非线性系统会产生复杂的动力学,可以与其整数对应的系统区分开来。在感兴趣的应用中,实阶的包含将内存引入系统,初始时间的确定可以产生实阶系统的新表示,这些表示可能不类似于它们的整数版本对应。由于分数阶导数的初始时变特性,在现实系统中控制记忆混沌和同步提出了新的复杂问题。现有文献在讨论实阶系统的控制与同步问题时,都没有考虑最终随机初始时间这一重要因素。本文采用主动控制方法,提出了Caputo分数阶导数意义上的随机初时不适应实阶系统的控制与同步原理。首先,利用实阶线性时变理论,证明了当系统在非零初始时间启动时,不适应食物链非线性系统的记忆混沌是可以控制的。然后,我们证明了当初始时间变为非零时,两个相同模型的混沌状态可以同步。数值模拟说明了理论分析的重要性。
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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