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

Result code in 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>

Result on the web

<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>

Result language

angličtina

Original language name

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

Original language description

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.

Czech name

—

Czech description

—

Type

J_SC - Article in a specialist periodical, which is included in the SCOPUS database

CEP classification

—

OECD FORD branch

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

Project

—

Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2020

Confidentiality

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

Name of the periodical

Cybernetics and Physics

ISSN

2223-7038

e-ISSN

—

Volume of the periodical

9

Issue of the periodical within the volume

1

Country of publishing house

RU - RUSSIAN FEDERATION

Number of pages

18

Pages from-to

13-30

UT code for WoS article

—

EID of the result in the Scopus database

2-s2.0-85087373508