Titre :

Multi-level agent-based simulations: Four design patterns

Auteur(s) :

Mathieu, Philippe [Auteur]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Morvan, Gildas [Auteur]
Laboratoire de Génie Informatique et d'Automatique de l'Artois [LGI2A]
Picault, Sebastien [Auteur]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Biologie, Epidémiologie et analyse de risque en Santé Animale [BIOEPAR]

Titre de la revue :

Simulation Modelling Practice and Theory

Pagination :

51-64

Éditeur :

Elsevier

Date de publication :

2018-01

ISSN :

1569-190X

Mot(s)-clé(s) en anglais :

Design patterns
Architecture
Agent-based modeling
Multi-level agent-based simulation
Multi-agent-based simulation

Discipline(s) HAL :

Informatique [cs]/Système multi-agents [cs.MA]
Informatique [cs]/Modélisation et simulation
Informatique [cs]/Intelligence artificielle [cs.AI]

Résumé en anglais : [en]

This paper describes four design patterns that aim at systematizing and simplifying the modelling and the implementation of multi-level agent-based simulations. Such simulations are meant to handle entities belonging to ...
Lire la suite >This paper describes four design patterns that aim at systematizing and simplifying the modelling and the implementation of multi-level agent-based simulations. Such simulations are meant to handle entities belonging to different, yet coupled, abstractions or organization levels. The patterns we propose are based on minimal typical situations drawn from the literature. For each pattern, we present use cases, associated data structures and algorithms. For genericity purposes, these patterns rely on a unified description of the capabilities for action and change of the agents. Thus, we propose a precise conceptual and operational framework for the designers of multi-level simulations.Lire moins >

Langue :

Anglais

Vulgarisation :

Non

Collections :

• Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189

Source :

Harvested from HAL