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We consider the leader selection problem in a network with consensus dynamics where both leader and follower agents are subject to stochastic external disturbances. The performance of the system is quantified by the total steady-state…

最优化与控制 · 数学 2017-12-25 Erika Mackin , Stacy Patterson

We are interested in assigning a pre-specified number of nodes as leaders in order to minimize the mean-square deviation from consensus in stochastically forced networks. This problem arises in several applications including control of…

最优化与控制 · 数学 2014-12-11 Fu Lin , Makan Fardad , Mihailo R. Jovanović

We study the problem of leader selection in leader-follower multi-agent systems that are subject to stochastic disturbances. This problem arises in applications such as vehicle formation control, distributed clock synchronization, and…

最优化与控制 · 数学 2014-10-27 Stacy Patterson

We consider the problem of identifying a subset of nodes in a network that will enable the fastest spread of information in a decentralized environment.In a model of communication based on a random walk on an undirected graph, the optimal…

离散数学 · 计算机科学 2014-08-20 Fern Y. Hunt

We investigate the performance of m-th order consensus systems with stochastic external perturbations, where a subset of leader nodes incorporates absolute information into their control laws. The system performance is measured by its…

最优化与控制 · 数学 2019-06-13 Erika Mackin , Stacy Patterson

In the leader-follower approach, one or more agents are selected as leaders who do not change their states or have autonomous dynamics and can influence other agents, while the other agents, called followers, perform a simple protocol based…

最优化与控制 · 数学 2019-12-03 Natalia Basimova , Pavel Chebotarev

We study the performance of leader-follower noisy consensus networks, and in particular, the relationship between this performance and the locations of the leader nodes. Two types of dynamics are considered (1) noise-free leaders, in which…

最优化与控制 · 数学 2017-08-24 Stacy Patterson , Yuhao Yi , Zhongzhi Zhang

We consider the problem of identifying the most influential nodes for a spreading process on a network when prior knowledge about structure and dynamics of the system is incomplete or erroneous. Specifically, we perform a numerical analysis…

物理与社会 · 物理学 2018-10-09 Şirag Erkol , Ali Faqeeh , Filippo Radicchi

We study the problem of optimal leader selection in consensus networks under two performance measures (1) formation coherence when subject to additive perturbations, as quantified by the steady-state variance of the deviation from the…

最优化与控制 · 数学 2016-04-26 Stacy Patterson , Neil McGlohon , Kirill Dyagilev

We study the problem of optimal leader selection in consensus networks with noisy relative information. The objective is to identify the set of $k$ leaders that minimizes the formation's deviation from the desired trajectory established by…

最优化与控制 · 数学 2014-12-23 Stacy Patterson , Neil McGlohon , Kirill Dyagilev

We investigate notions of network centrality in terms of the underlying coupling graph of the network, structure of exogenous uncertainties, and communication time-delay. Our focus is on time-delay linear consensus networks, where…

系统与控制 · 计算机科学 2019-02-25 Yaser Ghaedsharaf , Milad Siami , Christoforos Somarakis , Nader Motee

In many applications of multi-agent systems (MAS), a set of leader agents acts as a control input to the remaining follower agents. In this paper, we introduce an analytical approach to selecting leader agents in order to minimize the total…

系统与控制 · 计算机科学 2012-08-07 Andrew Clark , Linda Bushnell , Radha Poovendran

Natural, social, and artificial multi-agent systems usually operate in dynamic environments, where the ability to respond to changing circumstances is a crucial feature. An effective collective response requires suitable information…

系统与控制 · 计算机科学 2022-09-29 David Mateo , Nikolaj Horsevad , Vahid Hassani , Mohammadreza Chamanbaz , Roland Bouffanais

A team consisting of an unknown number of mobile agents, starting from different nodes of an unknown network, possibly at different times, have to meet at the same node. Agents are anonymous (identical), execute the same deterministic…

数据结构与算法 · 计算机科学 2016-03-15 Yoann Dieudonné , Andrzej Pelc

Leader election is one of the fundamental and well-studied problems in distributed computing. In this paper, we initiate the study of leader election using mobile agents. Suppose $n$ agents are positioned initially arbitrarily on the nodes…

分布式、并行与集群计算 · 计算机科学 2024-05-24 Ajay D. Kshemkalyani , Manish Kumar , Anisur Rahaman Molla , Gokarna Sharma

The focus of this paper is directed towards optimal control of multi-agent systems consisting of one leader and a number of followers in the presence of noise. The dynamics of every agent is assumed to be linear, and the performance index…

最优化与控制 · 数学 2020-12-02 Jalal Arabneydi , Mohammad M. Baharloo , Amir G. Aghdam

In a leader-follower multi-agent system (MAS), the leader agents act as control inputs and influence the states of the remaining follower agents. The rate at which the follower agents converge to their desired states, as well as the errors…

系统与控制 · 计算机科学 2013-11-05 Andrew Clark , Basel Alomair , Linda Bushnell , Radha Poovendran

Many decision-making algorithms draw inspiration from the inner workings of individual biological systems. However, it remains unclear whether collective behavior among biological species can also lead to solutions for computational tasks.…

物理与社会 · 物理学 2024-09-04 Niek Mooij , Ivan Kryven

We consider how to connect a set of disjoint networks to optimize the performance of the resulting composite network. We quantify this performance by the coherence of the composite network, which is defined by an $H_2$ norm of the system.…

最优化与控制 · 数学 2017-04-11 Erika Mackin , Stacy Patterson

In this paper, we consider a leader-following consensus problem for networks of continuous-time integrator agents with a time-varying leader under measurement noises. We propose a neighbor-based state-estimation protocol for every agent to…

多智能体系统 · 计算机科学 2009-09-25 Yilun Shang
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