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Consensus formation is pivotal in multi-agent systems (MAS), balancing collective coherence with individual diversity. Conventional LLM-based MAS primarily rely on explicit coordination, e.g., prompts or voting, risking premature…

多智能体系统 · 计算机科学 2025-05-20 Zengqing Wu , Takayuki Ito

In this paper, we study asynchronous consensus problems of continuous-time multi-agent systems with discontinuous information transmission. The proposed consensus control strategy is implemented only based on the state information at some…

动力系统 · 数学 2007-05-23 Feng Xiao , Long Wang

In this paper we propose a novel consensus protocol for discrete-time multi-agent systems (MAS), which solves the dynamic consensus problem on the max value, i.e., the dynamic max-consensus problem. In the dynamic max-consensus problem to…

最优化与控制 · 数学 2025-06-24 Diego Deplano , Mauro Franceschelli , Alessandro Giua

In this paper, we consider a robust consensus tracking problem of heterogeneous multi-agent systems with time-varying interconnection topologies. Based on common Lyapunov function and internal model techniques, both state and output…

最优化与控制 · 数学 2015-08-14 Yutao Tang

In this paper, multi-agent systems minimizing a sum of objective functions, where each component is only known to a particular node, is considered for continuous-time dynamics with time-varying interconnection topologies. Assuming that each…

多智能体系统 · 计算机科学 2015-03-19 Guodong Shi , Karl Henrik Johansson , Yiguang Hong

Distributed control increases system scalability, flexibility, and redundancy. Foundational to such decentralisation is consensus formation, by which decision-making and coordination are achieved. However, decentralised multi-agent systems…

多智能体系统 · 计算机科学 2024-03-11 Agathe Bouis , Christopher Lowe , Ruaridh A. Clark , Malcolm Macdonald

This paper studies the consensus problem of general linear discrete-time multi-agent systems (MAS) with input constraints and bounded time-varying communication delays. We propose a robust distributed model predictive control (DMPC)…

系统与控制 · 电气工程与系统科学 2022-09-20 Henglai Wei , Changxin Liu , Yang Shi

In this paper, we consider the resilient multi-dimensional consensus and distributed optimization problems of multi-agent systems (MASs) in the presence of both agent-based and denial-of-service (DoS) attacks. The considered agent-based…

系统与控制 · 电气工程与系统科学 2026-03-19 Hongjian Chen , Changyun Wen , Xiaolei Li

Consensusability is an important property for many multi-agent systems (MASs) as it implies the existence of networked controllers driving the states of MAS subsystems to the same value. Consensusability is of interest even when the MAS…

系统与控制 · 电气工程与系统科学 2020-03-18 Mustafa Sahin Turan , Liang Xu , Giancarlo Ferrari Trecate

This paper concerns the consensus of discrete-time multi-agent systems with linear or linearized dynamics. An observer-type protocol based on the relative outputs of neighboring agents is proposed. The consensus of such a multi-agent system…

系统与控制 · 计算机科学 2011-09-20 Zhongkui Li , Zhisheng Duan , Guanrong Chen

In this paper, we investigate distributed multi-agent tracking of a convex set specified by multiple moving leaders with unmeasurable velocities. Various jointly-connected interaction topologies of the follower agents with uncertainties are…

多智能体系统 · 计算机科学 2015-03-19 Guodong Shi , Yiguang Hong , K. H. Johansson

This brief addresses the distributed consensus problem of nonlinear multi-agent systems under a general directed communication topology. Each agent is governed by higher-order dynamics with mismatched uncertainties, multiple completely…

系统与控制 · 电气工程与系统科学 2020-06-02 Gang Wang , Chaoli Wang , Zhengtao Ding , Yunfeng Ji

Consensusability of multi-agent systems (MASs) certifies the existence of a distributed controller capable of driving the states of each subsystem to a consensus value. We study the consensusability of linear interconnected MASs (LIMASs)…

系统与控制 · 电气工程与系统科学 2021-05-12 Mustafa Sahin Turan , Liang Xu , Giancarlo Ferrari-Trecate

A multi-dimensional switched system or multi-mode multi-dimensional ($M^3D$) system extends the classic switched system by allowing different subsystem dimensions. The stability problem of the $M^3D$ system, whose state transitions at…

系统与控制 · 电气工程与系统科学 2023-06-06 Mengqi Xue , Yang Tang , Wei Ren , Feng Qian

We study the problem of resilient consensus of sampled-data multi-agent networks with double-integrator dynamics. The term resilient points to algorithms considering the presence of attacks by faulty/malicious agents in the network. Each…

系统与控制 · 计算机科学 2017-01-17 Seyed Mehran Dibaji , Hideaki Ishii

This paper investigates a robust positive consensus problem for a class of heterogeneous high-order multi-agent systems subject to external inputs. Compared with existing multi-agent consensus results, the most distinct feature of the…

系统与控制 · 电气工程与系统科学 2023-05-10 Ruonan Li , Yutao Tang , Shurong Li

This paper investigates agreement protocols over cooperative and cooperative--antagonistic multi-agent networks with coupled continuous-time nonlinear dynamics. To guarantee convergence for such systems, it is common in the literature to…

多智能体系统 · 计算机科学 2015-08-06 Ziyang Meng , Guodong Shi , Karl Henrik Johansson

This paper presents a distributed adaptive control strategy for multi-agent systems with heterogeneous dynamics and collision avoidance. We propose an adaptive control strategy designed to ensure leader-following formation consensus while…

系统与控制 · 电气工程与系统科学 2024-10-14 Armel Koulong , Ali Pakniyat

This article deals with model- and data-based consensus control of heterogenous leader-following multi-agent systems (MASs) under an event-triggering transmission scheme. A dynamic periodic transmission protocol is developed to…

系统与控制 · 电气工程与系统科学 2023-09-15 Xin Wang , Jian Sun , Gang Wang , Jie Chen

This paper introduces a distributed control method for multi-agent robotic systems employing Over the Air Consensus (OtA-Consensus). Designed for agents with decoupled single-integrator dynamics, this approach aims at efficient formation…

系统与控制 · 电气工程与系统科学 2026-03-13 Michael Epp , Fabio Molinari , Joerg Raisch