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Authors: Vianney Sicard 1 ; Mathieu Andraud 2 and Sébastien Picault 1

Affiliations: 1 INRAE, Oniris, BIOEPAR, 44300, Nantes, France ; 2 ANSES, Ploufragan-Plouzané-Niort Laboratory, Health and Welfare Research Unit, Ploufragan, France

Keyword(s): Multi-level Agent-based Simulation, Design Patterns, Organizational System, Complex Systems.

Abstract: This paper describes a generic design pattern to introduce organizational mechanisms into multi-level agent-based simulation architectures, to help the modelling of highly structured complex systems. This pattern makes it possible to specify how to couple any three levels of agents in a multi-level simulation architecture, through their relationships to environments, taking into account organizational constraints. As a proof of concept, we applied this pattern to the fine-grained modelling of batch management in pig farms, and illustrate how the pattern can be instantiated and composed at several agent levels to accurately handle a complex organization in time and space. We thus demonstrate the benefits of combining organizational concepts and multi-level patterns to represent and simulate complex dynamic systems.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Sicard, V.; Andraud, M. and Picault, S. (2021). Organization as a Multi-level Design Pattern for Agent-based Simulation of Complex Systems. In Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-484-8; ISSN 2184-433X, SciTePress, pages 232-241. DOI: 10.5220/0010223202320241

@conference{icaart21,
author={Vianney Sicard. and Mathieu Andraud. and Sébastien Picault.},
title={Organization as a Multi-level Design Pattern for Agent-based Simulation of Complex Systems},
booktitle={Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2021},
pages={232-241},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010223202320241},
isbn={978-989-758-484-8},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - Organization as a Multi-level Design Pattern for Agent-based Simulation of Complex Systems
SN - 978-989-758-484-8
IS - 2184-433X
AU - Sicard, V.
AU - Andraud, M.
AU - Picault, S.
PY - 2021
SP - 232
EP - 241
DO - 10.5220/0010223202320241
PB - SciTePress