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Organization as a Multi-level Design Pattern for Agent-based Simulation of 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.
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Conference papers
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https://hal.inrae.fr/hal-03342052
Contributor : Michel Leroux Connect in order to contact the contributor
Submitted on : Monday, September 13, 2021 - 10:41:20 AM
Last modification on : Tuesday, September 14, 2021 - 3:38:48 AM

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Distributed under a Creative Commons Attribution - NonCommercial - NoDerivatives 4.0 International License

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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⟩

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