估计
理论(学习稳定性)
计算机科学
控制(管理)
控制理论(社会学)
工程类
人工智能
系统工程
机器学习
作者
Denis Efimov,Andrey Polyakov
出处
期刊:Foundations and trends in systems and control
[Now Publishers]
日期:2021-01-01
卷期号:9 (2-3): 171-364
被引量:24
摘要
This survey presents some existing and new results on analysis and design of finite-time and fixed-time converging systems.Two main groups of approaches for analysis/synthesis of this kind of convergence are considered: based on Lyapunov functions and the theory of homogeneous systems.The focus is put on the dynamics described by ordinary differential equations, time-delay models and partial differential equations.Some popular control and estimation algorithms, which posses accelerated converge rates, are reviewed.The issues of discretization of finite-/fixed-time converging systems are discussed.
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