理论(学习稳定性)
周期轨道
指数稳定性
微分方程
数学
振动
差速器(机械装置)
数学分析
应用数学
计算机科学
物理
非线性系统
量子力学
热力学
机器学习
标识
DOI:10.1098/rspa.2021.0787
摘要
Stability is one of the most fundamental properties of solutions to differential equations and, for example, can explain the presence of harmful vibrations. While the stability type of fixed points and periodic orbits can be assessed with standard tools, no general and reliable method allows to conclude about the stability of quasi-periodic orbits. Here, we overcome this limitation and develop a novel and universal method to rigorously assess the asymptotic stability of quasi-periodic solutions to differential equations. Furthermore, we develop an automated algorithm for such stability investigations and demonstrate its applicability on two explicit mechanical examples.
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