Unique ergodicity in feedback interconnections of ensembles of agents

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F25%3A00383349" target="_blank" >RIV/68407700:21230/25:00383349 - isvavai.cz</a>

Výsledek na webu

<a href="https://doi.org/10.1080/00207179.2025.2469281" target="_blank" >https://doi.org/10.1080/00207179.2025.2469281</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1080/00207179.2025.2469281" target="_blank" >10.1080/00207179.2025.2469281</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Unique ergodicity in feedback interconnections of ensembles of agents

Popis výsledku v původním jazyce

Recent results on the unique ergodicity of feedback systems, which strive to orchestrate the behaviour of a single ensemble of agents, demonstrate that, under straightforward conditions, convergence in distribution of the feedback loop to a unique invariant measure can be guaranteed. These results were motivated by sharing-economy applications, where one strives to provide guarantees on the allocation of constrained resources under a feedback signal. In this paper, we extend these existing results to the case of larger-scale interconnections containing two or more ensembles of agents. This direction may be construed as an analogue of the classical theory of interconnected dynamical systems under uncertainty of the systems' models. Our key finding is that traditional small-gain-like results do not apply. In the case of linear filters and controllers, interconnections of such ensembles of agents are uniquely ergodic if and only if the controllers and filters are stable.

Název v anglickém jazyce

Unique ergodicity in feedback interconnections of ensembles of agents

Popis výsledku anglicky

Recent results on the unique ergodicity of feedback systems, which strive to orchestrate the behaviour of a single ensemble of agents, demonstrate that, under straightforward conditions, convergence in distribution of the feedback loop to a unique invariant measure can be guaranteed. These results were motivated by sharing-economy applications, where one strives to provide guarantees on the allocation of constrained resources under a feedback signal. In this paper, we extend these existing results to the case of larger-scale interconnections containing two or more ensembles of agents. This direction may be construed as an analogue of the classical theory of interconnected dynamical systems under uncertainty of the systems' models. Our key finding is that traditional small-gain-like results do not apply. In the case of linear filters and controllers, interconnections of such ensembles of agents are uniquely ergodic if and only if the controllers and filters are stable.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

—

Návaznosti

R - Projekt Ramcoveho programu EK

Rok uplatnění

2025

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

International Journal of Control

ISSN

0020-7179

e-ISSN

1366-5820

Svazek periodika

98

Číslo periodika v rámci svazku

11

Stát vydavatele periodika

GB - Spojené království Velké Británie a Severního Irska

Počet stran výsledku

8

Strana od-do

2559-2566

Kód UT WoS článku

001433508600001

EID výsledku v databázi Scopus

2-s2.0-86000194540