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Representation of a swarm of independent robotic agents under graph-theoretic constructs allows for more formal analysis of convergence properties. We consider the local and global convergence behavior of an N-member swarm of agents in a…

适应与自组织系统 · 物理学 2010-10-26 Gregory K. Fricke , Bruce W. Rogers , Devendra P. Garg

In contexts where data samples represent a physically stable state, it is often assumed that the data points represent the local minima of an energy landscape. In control theory, it is well-known that energy can serve as an effective…

机器学习 · 计算机科学 2024-02-09 Christopher Iliffe Sprague , Arne Elofsson , Hossein Azizpour

The paper describes a novel method for studying the stability of nonautonomous dynamical systems. This method based on the flow and divergence of the vector field with coupling to the method of Lyapunov functions. The necessary and…

系统与控制 · 电气工程与系统科学 2020-03-31 Igor Furtat

We study the signum consensus protocol in continuous-time systems over arbitrary weighted directed graphs with bounded disturbances. The right-hand side of the differential equation is discontinuous on a codimension-$n$ manifold ($n > 1$).…

动力系统 · 数学 2025-09-09 Mingxi Li , Hanzhou Wang , Dongyu Li

The paper is devoted to the development of control procedures with a guide for conflict-controlled dynamical systems described by ordinary fractional differential equations with the Caputo derivative of an order $\alpha \in (0, 1).$ For the…

最优化与控制 · 数学 2019-01-10 Mikhail Gomoyunov

We propose a composite Lyapunov framework for nonlinear autonomous systems that ensures strict decay through a pair of differential inequalities. The approach yields integral estimates, quantitative convergence rates, vanishing of…

最优化与控制 · 数学 2025-10-10 Hassan Saoud

In this paper, we present new results on finite- and fixed-time convergence for dynamical systems using LaSalle-like invariance principles. In particular, we provide first and second-order non-smooth Lyapunov-like results for finite- and…

最优化与控制 · 数学 2026-03-25 Kunal Garg

This paper addresses the consensus of a class of uncertain nonlinear fractional-order multi-agent systems (FOMAS). First a fractional non-fragile dynamic output feedback controller is put forward via the output measurements of neighboring…

最优化与控制 · 数学 2021-12-14 Elyar Zavary , Pouya Badri , Mahdi Sojoodi

In this letter, we study the case of autonomous agents which are required to move to some new position based solely on the distance measured from predetermined reference points, or anchors. A novel approach, referred to as…

系统与控制 · 电气工程与系统科学 2024-08-15 Michael Napoli , Roberto Tron

The primary purpose of this article is to accomplish safe grasping task by means of dual one-link flexible manipulators. In order to design a force-sensor-less force control, the direct force control problem is reduced to common motion…

系统与控制 · 电气工程与系统科学 2022-08-19 Mahdi Hejrati

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

While modern representation learning relies heavily on global error signals, decentralized algorithms driven by local interactions offer a fundamental distributed alternative. However, the macroscopic convergence properties of these…

机器学习 · 计算机科学 2026-04-21 Zilin Li , Weiwei Xu , Xuchun Tong , Xuanbo Lu , Xuanqi Zhao

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

This paper designs a servo control system based on sliding mode control for the shape control of elastic objects. In order to solve the effect of non-smooth and asymmetric control saturation, a Gaussian-based continuous differentiable…

机器人学 · 计算机科学 2023-12-27 Fangqing Chen

We introduce High-Relative Degree Stochastic Control Lyapunov functions and Barrier Functions as a means to ensure asymptotic stability of the system and incorporate state dependent high relative degree safety constraints on a non-linear…

系统与控制 · 电气工程与系统科学 2020-04-09 Meenakshi Sarkar , Debasish Ghose , Evangelos A. Theodorou

Generative models based on static scalar energy functions represent an emerging paradigm in which a single time independent potential drives sample generation through its gradient field, eliminating the need for time conditioning entirely.…

机器学习 · 计算机科学 2026-05-08 Yixuan Wang , Wenqian Xue , Warren E. Dixon

Considering a nonlinear system in Byrnes-Isidori form that is subject to unbounded perturbations, we apply Lyapunov redesign via feedback linearisation for trajectory tracking. Leveraging the ideas of tube-based geometric characterisation…

系统与控制 · 电气工程与系统科学 2025-12-16 Niclas Tietze , Kai Wulff , Johann Reger

Rigidity of the interaction graph is a fundamental condition for achieving the desired formation which can be defined in terms of distance or bearing constraints between agents. In this paper, for reaching a unique formation with the same…

系统与控制 · 电气工程与系统科学 2023-09-20 Sara Mansourinasab , Mahdi Sojoodi , Seyed Reza Moghadasi

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 investigates the exact controllability problem for multi-dimensional stochastic first-order symmetric hyperbolic systems with control inputs acting in two distinct ways: an internal control applied to the diffusion term and a…

最优化与控制 · 数学 2026-01-27 Zengyu Li , Qi Lü , Yu Wang , Haitian Yang