离散时滞系统的逼近:在多智能体系统中的应用

Áron Fehér, Lorine Márton
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引用次数: 0

摘要

针对具有通信延迟的离散多智能体系统(MAS),提出了一种新的逼近方法。应用近似方法最初是针对一类无限维齐次或二阶线性Volterra差分系统而提出的。首先,我们将这个近似推广到非齐次系统。其次,基于这个近似,我们已经证明了具有通信延迟和小增益的离散时间MAS与没有通信延迟的MAS渐近等效。给出了一种计算无延迟MAS模型的算法,并对其性质进行了分析。仿真结果表明了所提出的近似方法的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Approximation of discrete-time systems with delay: application to multi-agent systems
The paper presents a novel approximation method for discrete-time Multi-Agent System (MAS)s with communication delay. The applied approximation method was initially developed for a class of infinite-dimensional homogeneous or-dinary linear Volterra difference systems. First, we extend this approximation to non-homogeneous systems. Second, based on this approximation, we have shown that discrete-time MAS with communication delay and small gains is asymptotically equivalent to a MAS without communication delay. We give an algorithm to compute the delay-free MAS model and we have analysed its properties. Simulations are presented to show the applicability of the proposed approximation approach.
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