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This paper studies the feedback stabilization problem of the motion of a tank that contains an incompressible, Newtonian, viscous liquid. The control input is the force applied on the tank and the overall system consists of two nonlinear…

最优化与控制 · 数学 2021-08-26 Iasson Karafyllis , Miroslav Krstic

Solving optimal control problems to determine a stabilizing controller involves a significant computational effort. Time-varying optimal control provides a remedy by designing a tracking system, given as an ordinary differential equation,…

系统与控制 · 电气工程与系统科学 2026-04-16 Patrick Schmidt , Stefan Streif

This paper is devoted to the stabilization problem for nonlinear driftless control systems by means of a time-varying feedback control. It is assumed that the vector fields of the system together with their first order Lie brackets span the…

最优化与控制 · 数学 2019-04-16 Alexander Zuyev

When neural networks are used to model dynamics, properties such as stability of the dynamics are generally not guaranteed. In contrast, there is a recent method for learning the dynamics of autonomous systems that guarantees global…

机器学习 · 计算机科学 2022-03-21 Kenji Kashima , Ryota Yoshiuchi , Yu Kawano

Switched linear hyperbolic partial differential equations are considered in this paper. They model infinite dimensional systems of conservation laws and balance laws, which are potentially affected by a distributed source or sink term. The…

最优化与控制 · 数学 2014-10-01 Christophe Prieur , Antoine Girard , Emmanuel Witrant

While ensuring stability for linear systems is well understood, it remains a major challenge for nonlinear systems. A general approach in such cases is to compute a combination of a Lyapunov function and an associated control policy.…

机器学习 · 计算机科学 2023-12-27 Junlin Wu , Andrew Clark , Yiannis Kantaros , Yevgeniy Vorobeychik

This paper presents necessary and sufficient characterizations of several notions of input to output stability. Similar Lyapunov characterizations have been found to play a key role in the analysis of the input to state stability property,…

最优化与控制 · 数学 2007-05-23 Eduardo D. Sontag , Y. Wang

The stability analysis of possibly time varying positive semigroups on non necessarily compact state spaces, including Neumann and Dirichlet boundary conditions is a notoriously difficult subject. These crucial questions arise in a variety…

概率论 · 数学 2023-04-18 Marc Arnaudon , Pierre Del Moral , El Maati Ouhabaz

We address the classic problem of stability and asymptotic stability in the sense of Lyapunov of the equilibrium point of autonomic differential equations using discrete approach. This new approach includes a consideration of a family of…

经典分析与常微分方程 · 数学 2012-11-07 Eugene Polulyakh , Vladimir Sharko , Igor Vlasenko

Recently, a number of counter examples have surfaced where Linear Parameter-Varying (LPV) control synthesis applied to achieve asymptotic output tracking and disturbance rejection for a nonlinear system, fails to achieve the desired…

系统与控制 · 电气工程与系统科学 2020-12-10 P. J. W. Koelewijn , G. Sales Mazzoccante , R. Tóth , S. Weiland

We design the controls of physical systems that are faced by uncertainties. The system dynamics are described by random hyperbolic balance laws. The control aims to steer the system to a desired state under uncertainties. We propose a…

最优化与控制 · 数学 2021-07-20 Stephan Gerster , Markus Bambach , Michael Herty , Muhammad Imran

The paper proposes the stable motion control law design method for non-honomic differential-drive mobile robot with system and measurement noise in discrete time domain. This method is performed basing on dividing operating configuration of…

机器人学 · 计算机科学 2020-05-14 Thi Thanh Van Nguyen , Manh Duong Phung , Quang Vinh Tran

In this paper, we consider the problem of platooning control with mismatched disturbances using the distributed adaptive backstepping method. The main challenges are: (1) maintaining the compositionality and the distributed nature of the…

系统与控制 · 电气工程与系统科学 2022-11-30 Zihao Song , Shirantha Welikala , Panos J. Antsaklis , Hai Lin

We develop a direct Lyapunov method for the almost sure open-loop stabilizability and asymptotic stabilizability of controlled degenerate diffusion processes. The infinitesimal decrease condition for a Lyapunov function is a new form of…

最优化与控制 · 数学 2007-05-23 Martino Bardi , Annalisa Cesaroni

A new framework for adaptive regulation to invariant sets is proposed. Reaching the target dynamics (invariant set) is to be ensured by state feedback while adaptation to parametric uncertainties is provided by additional adaptation…

最优化与控制 · 数学 2007-05-23 Ivan Tyukin , Denis Efimov , Cees van Leeuwen

Linear systems governed by continuous-time difference equations cover a wide class of linear systems. From the Lyapunov-Krasovskii approach, we investigate stability for such a class of systems. Sufficient conditions, and in some particular…

最优化与控制 · 数学 2013-12-30 S. Damak , M. Di Loreto , W. Lombardi , V Andrieu

This paper studies a class of random nonlinear systems with time-varying delay, in which the $r$-order moment ($r\geq1$) of the random disturbance is finite. Firstly, some general conditions are proposed to guarantee the existence and…

最优化与控制 · 数学 2018-06-22 Yao Liqiang , Zhang Weihai

Learning controllers merely based on a performance metric has been proven effective in many physical and non-physical tasks in both control theory and reinforcement learning. However, in practice, the controller must guarantee some notion…

系统与控制 · 电气工程与系统科学 2020-11-24 Arash Mehrjou , Mohammad Ghavamzadeh , Bernhard Schölkopf

This paper is concerned with stability analysis and synthesis for discrete-time linear systems with stochastic dynamics. Equivalence is first proved for three stability notions under some key assumptions on the randomness behind the…

系统与控制 · 计算机科学 2019-03-01 Yohei Hosoe , Tomomichi Hagiwara

Lyapunov stability theory is the bedrock of direct adaptive control. Fundamentally, Lyapunov stability requires constructing a distance-like function which must decrease with time to ensure stability. Feedback linearization, backstepping,…

系统与控制 · 电气工程与系统科学 2020-02-18 Brett T. Lopez , Jean-Jacques E. Slotine