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Engineering multi-agent systems using feedback loops and holarchies

journal contribution
posted on 2024-11-02, 11:00 authored by Gillian Basso, Massimo Cossentino, Vincent Hilaire, Fabrice Lauri, Sebastian Alberto RodriguezSebastian Alberto Rodriguez, Valeria Seidita
This paper presents a methodological approach for the engineering of Multi-Agent Systems using feedback loops as a first class concept in order to identify organizations. Feedback loops are a way for modeling complex systems that expose emergent behavior by means of a cause-effect loop between two levels called micro and macro levels of the system. The proposed approach principles consist in defining an abstract feedback loop pattern and providing activities and guidelines in order to identify and refine possible candidates for feedback loops during the analysis phase of the Aspecs methodology. This approach is illustrated by using an example drawn from the smart grid field.

History

Related Materials

  1. 1.
    DOI - Is published in 10.1016/j.engappai.2016.05.009
  2. 2.
    ISSN - Is published in 09521976

Journal

Engineering Applications of Artificial Intelligence

Volume

55

Start page

14

End page

25

Total pages

12

Publisher

Elsevier Ltd

Place published

United Kingdom

Language

English

Copyright

© 2016 Elsevier Ltd. All rights reserved.

Former Identifier

2006095764

Esploro creation date

2020-06-22

Fedora creation date

2019-12-18

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