Boosting(机器学习)
偏移量(计算机科学)
混乱的
控制理论(社会学)
混沌系统
计算机科学
数字信号处理
李雅普诺夫指数
算法
数学
控制(管理)
人工智能
计算机硬件
程序设计语言
作者
Zefeng Zhang,Lilian Huang,Jin Liu,Qiang Guo,Xiuli Du
标识
DOI:10.1016/j.chaos.2022.112103
摘要
Based on the special structure of cyclic symmetric systems and the characteristics of conservative systems, a new method for constructing cyclic symmetric conservative chaotic systems(CSCCSs) is proposed, which can be used to construct three-dimensional(3D) system and above. Taking 3D system, four-dimensional(4D) system and five-dimensional(5D) system as examples, the construction method is introduced, and the conservation and chaotic features are verified by the determination of divergence, equilibrium points, and Lyapunov exponents(LEs), which proves the feasibility of the new method. Then, we carry out the improvement of the offset boosting control for the three constructed CSCCSs. The results show that this new control method can change the average value of the corresponding state variables, offset the variables and realize the polarity conversion of the signal. Finally, the new system is implemented by using the digital signal processor(DSP) hardware platform.
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