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This paper addresses the stability problem for discrete-time switched systems under autonomous switching. Each mode of the switched system is modeled as a Linear Parameter Varying (LPV) system, the time-varying parameters can vary…

系统与控制 · 电气工程与系统科学 2020-05-13 Márcio J. Lacerda , Cristiano M. Agulhari

This paper provides a first example of constructing Lyapunov functions in a class of piecewise linear systems with limit cycles. The method of construction helps analyze and control complex oscillating systems through novel geometric means.…

混沌动力学 · 物理学 2013-07-01 Yian Ma , Ruoshi Yuan , Yang Li , Ping Ao , Bo Yuan

Time-varying ISS-Lyapunov functions for impulsive systems provide a necessary and sufficient condition for ISS. This property makes them a more powerful tool for stability analysis than classical candidate ISS-Lyapunov functions providing…

系统与控制 · 电气工程与系统科学 2026-03-06 Patrick Bachmann , Saeed Ahmed

While there has been increasing interest in using neural networks to compute Lyapunov functions, verifying that these functions satisfy the Lyapunov conditions and certifying stability regions remain challenging due to the curse of…

系统与控制 · 电气工程与系统科学 2024-03-18 Jun Liu , Yiming Meng , Maxwell Fitzsimmons , Ruikun Zhou

Three similar convergence notions are considered. Two of them are the long established notions of convergent dynamics and incremental stability. The other is the more recent notion of contraction analysis. All three convergence notions…

最优化与控制 · 数学 2018-11-06 Duc N. Tran , Björn S. Rüffer , Christopher M. Kellett

First-order methods are often analyzed via their continuous-time models, where their worst-case convergence properties are usually approached via Lyapunov functions. In this work, we provide a systematic and principled approach to find and…

数值分析 · 数学 2024-03-12 Céline Moucer , Adrien Taylor , Francis Bach

This work has the goal of briefly surveying some key stabilization techniques for general nonlinear systems, for which, as it is well known, a smooth control Lyapunov function may fail to exist. A general overview of the situation with…

最优化与控制 · 数学 2020-07-03 Pavel Osinenko , Patrick Schmidt , Stefan Streif

This paper presents a novel method to synthesize stochastic control Lyapunov functions for a class of nonlinear, stochastic control systems. In this work, the classical nonlinear Hamilton-Jacobi-Bellman partial differential equation is…

最优化与控制 · 数学 2016-11-17 Yoke Peng Leong , Matanya B. Horowitz , Joel W. Burdick

We provide Lyapunov-like characterizations of boundedness and convergence of non-trivial solutions for a class of systems with unstable invariant sets. Examples of systems to which the results may apply include interconnections of stable…

动力系统 · 数学 2013-06-12 A. Gorban , I. Tyukin , E. Steur , H. Nijmeijer

The topic of this manuscript is the stability analysis of continuous-time switched nonlinear systems with constraints on the admissible switching signals. Our particular focus lies in considering signals characterized by upper and lower…

最优化与控制 · 数学 2024-01-17 Matteo Della Rossa

Performance analysis for linear time-invariant (LTI) systems has been closely tied to quadratic Lyapunov functions ever since it was shown that LTI system stability is equivalent to the existence of such a Lyapunov function. Some metrics…

系统与控制 · 电气工程与系统科学 2020-09-14 Matthew Abate , Corbin Klett , Samuel Coogan , Eric Feron

In this paper, we study the stability problem of a stochastic, nonlinear, discrete-time system. We introduce a linear transfer operator-based Lyapunov measure as a new tool for stability verification of stochastic systems. Weaker…

动力系统 · 数学 2017-02-20 Umesh Vaidya

This paper proposes several Converse Lyapunov Theorems for nonlinear dynamical systems defined on smooth connected Riemannian manifolds and characterizes properties of corresponding Lyapunov functions in a normal neighborhood of an…

最优化与控制 · 数学 2014-06-25 Farzin Taringoo , Peter M. Dower , Dragan Nešić , Ying Tan

This paper considers a wide class of smooth continuous dynamic nonlinear systems (control objects) with a measurable vector of state. The problem is to find a special function (Lyapunov function), which in the framework of the second…

系统与控制 · 电气工程与系统科学 2023-07-07 A. M. Zenkin , A. A. Peregudin , A. A. Bobtsov

This work studies the problem of searching for homogeneous polynomial Lyapunov functions for stable switched linear systems. Specifically, we show an equivalence between polynomial Lyapunov functions for systems of this class and quadratic…

系统与控制 · 电气工程与系统科学 2020-02-20 Matthew Abate , Corbin Klett , Samuel Coogan , Eric Feron

It is an interesting open problem to achieve adaptive prescribed-time control for strict-feedback systems with unknown and fast or even abrupt time-varying parameters. In this paper we present a solution with the aid of several design and…

系统与控制 · 电气工程与系统科学 2022-10-25 Hefu Ye , Yongduan Song

We present a set of results concerning the existence of Lyapunov-Krasovskii functionals for classes of nonlinear switched systems with time-delay. In particular, we first present a result for positive systems that relaxes conditions…

最优化与控制 · 数学 2013-11-20 A. Yu. Aleksandrov , Oliver Mason

The robust tracking and model following problem of linear discrete-time systems is investigated in this paper. An approach to design robust tracking controllers is proposed. The system is controlled to track dynamic inputs generated from a…

系统与控制 · 计算机科学 2016-07-12 Omar Zakary , Mostafa Rachik

We consider an abstract class of infinite-dimensional dynamical systems with inputs. For this class, the significance of noncoercive Lyapunov functions is analyzed. It is shown that the existence of such Lyapunov functions implies…

最优化与控制 · 数学 2022-11-21 B. Jacob , A. Mironchenko , J. R. Partington , F. Wirth

Starting from a finite family of continuously differentiable positive definite functions, we study conditions under which a function obtained by max-min combinations is a Lyapunov function, establishing stability for two kinds of nonlinear…

最优化与控制 · 数学 2020-10-06 Matteo Della Rossa , Aneel Tanwani , Luca Zaccarian