吸引子
混乱的
李雅普诺夫指数
计算机科学
统计物理学
复杂动力学
Boosting(机器学习)
控制理论(社会学)
应用数学
数学
人工智能
物理
数学分析
控制(管理)
作者
Chengwei Dong,Min Yang,Lian Jia,Zirun Li
标识
DOI:10.1016/j.physa.2023.129391
摘要
This work presents a novel three-dimensional system with multiple types of coexisting attractors (including chaotic, periodic, quasi-periodic, and unbound divergent orbit) that are categorized as hidden attractors and investigates its dynamics via the Lyapunov exponent spectrum, phase diagrams, and basins of attraction. The mechanism of the emergence of chaos is explored through numerical simulation. Under some conditions, the periodic orbits embedded in the new system without equilibria are studied using the variational method, and effective symbolic coding with four letters is successfully established to classify all short cycles. The symbols proposed by the method are highly consistent with the calculated results. Furthermore, the analogous circuit implementation is executed to demonstrate the flexibility and validity of the new system that possesses coexisting attractors. Finally, chaos-based applications of the new system, including synchronization, offset boosting control, and image encryption, are presented to show system’s feasibility.
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