Organization as a Multi-level Design Pattern for Agent-based Simulation of Complex Systems - Archive ouverte HAL Access content directly
Conference Papers Year : 2021

Organization as a Multi-level Design Pattern for Agent-based Simulation of Complex Systems

(1) , (2) , (1)
1
2

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.
Fichier principal
Vignette du fichier
ICAART_VS.pdf (174.55 Ko) Télécharger le fichier
Origin : Publisher files allowed on an open archive

Dates and versions

hal-03342052 , version 1 (02-09-2022)

Licence

Attribution - NonCommercial - NoDerivatives - CC BY 4.0

Identifiers

Cite

Vianney Sicard, Mathieu Andraud, Sébastien Picault. Organization as a Multi-level Design Pattern for Agent-based Simulation of Complex Systems. 13th International Conference on Agents and Artificial Intelligence, Feb 2021, Online Streaming, France. pp.232-241, ⟨10.5220/0010223202320241⟩. ⟨hal-03342052⟩
36 View
0 Download

Altmetric

Share

Gmail Facebook Twitter LinkedIn More