数学
李雅普诺夫函数
匡威
控制理论(社会学)
理论(学习稳定性)
Lyapunov重新设计
李雅普诺夫方程
固定点
稳定性理论
李雅普诺夫指数
国家(计算机科学)
功能(生物学)
控制Lyapunov函数
应用数学
非线性系统
数学分析
控制(管理)
计算机科学
量子力学
人工智能
物理
机器学习
生物
进化生物学
几何学
算法
作者
Denis Efimov,Andrey Polyakov
摘要
Input-to-state stability is one of the most utilizable robust stability properties for nonlinear dynamical systems, while (nearly) fixed-time convergence is a kind of decay for trajectories of disturbance-free systems that is independent in initial conditions. The presence of both these features for a system can be checked by existence of a proper Lyapunov function. The objective of this work is to provide the conditions for a converse result that (nearly) fixed-time input-to-state stable systems admit a respective Lyapunov function. Similar auxiliary results for uniform finite-time stability and uniform (nearly) fixed-time stability are obtained.
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