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This paper aims to synthesize a reachability controller for an unknown dynamical system. We first learn the unknown system using Gaussian processes and the (probabilistic) guarantee on the learned model. Then we use the funnel-based…

系统与控制 · 电气工程与系统科学 2023-01-02 Sandeep Gorantla , Jeel Chatrola , Jay Bhagiya , Adnane Saoud , Pushpak Jagtap

This paper proposes an algorithm capable of driving a system to follow a piecewise linear trajectory without prior knowledge of the system dynamics. Motivated by a critical failure scenario in which a system can experience an abrupt change…

机器人学 · 计算机科学 2025-10-06 Taha Shafa , Yiming Meng , Melkior Ornik

The global approach to control systems which we have been pursuing in other work favours the study of dynamics achievable through control. It employs certain globally defined geometric objects and attempts to describe them in the general…

最优化与控制 · 数学 2018-12-13 Efthimios Kappos

Our ability to control network dynamical systems is often hindered by constraints on the number and nature of the available control actions, which make controlling the whole network unfeasible. In this manuscript, we focus on the case where…

最优化与控制 · 数学 2022-02-14 Camilla Ancona , Francesco Lo Iudice , Antonio Coppola , Pietro De Lellis , Franco Garofalo

The objective of this paper is to study the controllability of discrete-time linear control systems in solvable Lie groups. In the special case of nilpotent Lie groups, a necessary and sufficient condition for controllability is…

最优化与控制 · 数学 2024-06-11 Thiago Cavalheiro , Alexandre Santana , João Cossich , Victor Ayala

We address a linear control system under geometric constraints on control and study its reachable sets starting at zero time from the origin. The main result is the existence of a limit shape of the reachable sets as the terminal time tends…

最优化与控制 · 数学 2015-03-31 Elena Goncharova , Alexander Ovseevich

This paper studies the set of terminal state covariances that are reachable over a finite time horizon from a given initial state covariance for a linear stochastic system with additive noise. For discrete-time systems, a complete…

系统与控制 · 电气工程与系统科学 2025-09-22 Fengjiao Liu , Panagiotis Tsiotras

Reachable sets of nonlinear control systems can in general only be approximated numerically, and these approximations are typically very expensive to compute. In this paper, we explore a strategy for choosing the temporal and spatial…

数值分析 · 数学 2023-07-24 Janosch Rieger , Kyria Wawryk

In this paper we give a direct proof that for a restricted affine control system on a connected manilfold M, the associated reachable sets up to time t varies continuously with the Haudorff metric.

动力系统 · 数学 2016-12-21 Victor Ayala , Adriano Da Silva

Temporal networks are a class of time-varying networks, which change their topology according to a given time-ordered sequence of static networks (known as subsystems). This paper investigates the reachability and controllability of…

系统与控制 · 电气工程与系统科学 2024-05-27 Yuan Zhang , Yuanqing Xia , Long Wang

Hybrid dynamical systems with nonlinear dynamics are one of the most general modeling tools for representing robotic systems, especially contact-rich systems. However, providing guarantees regarding the safety or performance of nonlinear…

机器人学 · 计算机科学 2025-01-10 Javier Borquez , Shuang Peng , Yiyu Chen , Quan Nguyen , Somil Bansal

In this paper, we provide a novel characterization of the reachable set of discrete-time switched linear control systems and a Kalman-type criterion for controllability, assuming that the switching parameter can be used as a control…

最优化与控制 · 数学 2025-07-08 Paolo Mason , Antoine Girard

Reachability analysis is important for studying optimal control problems and differential games, which are powerful theoretical tools for analyzing and modeling many practical problems in robotics, aircraft control, among other application…

最优化与控制 · 数学 2016-03-22 Mo Chen , Claire J. Tomlin

This paper deals with fractional-order controlled systems and fractional-order controllers in the discrete domain. The mathematical description by the fractional difference equations and properties of these systems are presented. A…

最优化与控制 · 数学 2007-05-23 I. Petras , L. Dorcak , I. Kostial

For linear infinite systems the approximate controllability problem by control constraints is considered. Controllability conditions represented via system parameters are obtained. Partial differential control systems and control systems…

solv-int · 物理学 2008-02-03 B. Shklyar

The vulnerability of artificial intelligence (AI) and machine learning (ML) against adversarial disturbances and attacks significantly restricts their applicability in safety-critical systems including cyber-physical systems (CPS) equipped…

系统与控制 · 电气工程与系统科学 2020-04-28 Weiming Xiang , Hoang-Dung Tran , Xiaodong Yang , Taylor T. Johnson

In the first part of this paper we introduced an algorithm that uses reachable set approximation to approximate the minimum time function of linear control problems. To illustrate the error estimates and to demonstrate differences to other…

最优化与控制 · 数学 2016-01-01 Robert Baier , Thuy Thi Thien Le

In this paper a constructive method to determine and compute probabilistic reachable and invariant sets for linear discrete-time systems, excited by a stochastic disturbance, is presented. The samples of the disturbance signal are not…

系统与控制 · 电气工程与系统科学 2020-04-16 Mirko Fiacchini , Teodoro Alamo

Determining the reachable set for a given nonlinear system is critically important for autonomous trajectory planning for reach-avoid applications and safety critical scenarios. Providing the reachable set is generally impossible when the…

系统与控制 · 电气工程与系统科学 2024-12-30 Taha Shafa , Melkior Ornik

This paper is about reachability analysis in a restricted subclass of multi-pushdown automata. We assume that the control states of an automaton are partially ordered, and all transitions of an automaton go downwards with respect to the…

计算机科学中的逻辑 · 计算机科学 2015-07-01 Wojciech Czerwiński , Piotr Hofman , SŁawomir Lasota