System Engineering View on Multi-Agent Technology for Industrial Applications: Barriers and Prospects

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21730%2F20%3A00342347" target="_blank" >RIV/68407700:21730/20:00342347 - isvavai.cz</a>

Výsledek na webu

<a href="https://doi.org/10.35470/2226-4116-2020-9-1-13-30" target="_blank" >https://doi.org/10.35470/2226-4116-2020-9-1-13-30</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.35470/2226-4116-2020-9-1-13-30" target="_blank" >10.35470/2226-4116-2020-9-1-13-30</a>

Jazyk výsledku

angličtina

Název v původním jazyce

System Engineering View on Multi-Agent Technology for Industrial Applications: Barriers and Prospects

Popis výsledku v původním jazyce

For over a quarter of a century, multi-agent systems have been considered as one of the most promising technologies for conceptualization, software development and implementation of Artificial Intelligence (AI) solutions. Not so widely but multi-agent technology is also considered as a way of designing complex adaptive systems based on bio-inspired principles of selforganization and evolution. However, in practice, the industry rarely uses multi-agent technology, despite the appearance of new classes of applications for which it is the perfect match, for example, smart cyber-physical systems with digital twins of controlled objects. The paper analyzes the recent anticipations and real achievements in the practical use of multi-agent systems at the industrylevel. It also identifies the engineering problems that currently impede the extensive industrial implementation of multi-agent systems and technologies as well as the ways to overcome them. Finally, prospects for development of these technologies are evaluated up to the level of industrial implementation.

Název v anglickém jazyce

System Engineering View on Multi-Agent Technology for Industrial Applications: Barriers and Prospects

Popis výsledku anglicky

For over a quarter of a century, multi-agent systems have been considered as one of the most promising technologies for conceptualization, software development and implementation of Artificial Intelligence (AI) solutions. Not so widely but multi-agent technology is also considered as a way of designing complex adaptive systems based on bio-inspired principles of selforganization and evolution. However, in practice, the industry rarely uses multi-agent technology, despite the appearance of new classes of applications for which it is the perfect match, for example, smart cyber-physical systems with digital twins of controlled objects. The paper analyzes the recent anticipations and real achievements in the practical use of multi-agent systems at the industrylevel. It also identifies the engineering problems that currently impede the extensive industrial implementation of multi-agent systems and technologies as well as the ways to overcome them. Finally, prospects for development of these technologies are evaluated up to the level of industrial implementation.

Druh

J_SC - Článek v periodiku v databázi SCOPUS

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

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2020

Kód důvěrnosti údajů

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

Název periodika

Cybernetics and Physics

ISSN

2223-7038

e-ISSN

—

Svazek periodika

9

Číslo periodika v rámci svazku

1

Stát vydavatele periodika

RU - Ruská federace

Počet stran výsledku

18

Strana od-do

13-30

Kód UT WoS článku

—

EID výsledku v databázi Scopus

2-s2.0-85087373508