Boosting(机器学习)
吸引子
偏移量(计算机科学)
计算机科学
多稳态
控制理论(社会学)
数学
算法
人工智能
数学分析
非线性系统
物理
控制(管理)
量子力学
程序设计语言
作者
Chunbiao Li,Chang‐Yong Yi,Yongxin Li,Satu Mitro,Zhihao Wang
出处
期刊:Chaos
[American Institute of Physics]
日期:2024-03-01
卷期号:34 (3)
被引量:11
摘要
Offset boosting plays an important role in chaos application in electronic engineering. A direct variable substitution typically will destroy the dynamics of a discrete map even though the initial condition is well considered. The internal fundamental reason is that the left-hand side of a discrete system does not have the dimension of variable differentiation (DVD) like the one of a continuous system. When the key property of DVD is completely preserved, the offset boosting based on a parameter or the initial condition can be reasonably achieved like in a differential system. Consequently, by the initial condition-oriented offset boosting, flexible multistability like attractor self-reproducing or attractor doubling can be further realized. A circuit experiment is completed for the verification of reliable offset boosting. The systematic exploration of offset boosting in a map will cast a new light on chaos regulation and attractor transportation in a discrete map. As a simple case, a two-dimensional Hénon map is taken as the example demonstrating the achievement of offset boosting via the parameter or initial condition.
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