Agents and artefacts for multiple models co-evolution. Building complex system simulation as a set of interacting models - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2010

Agents and artefacts for multiple models co-evolution. Building complex system simulation as a set of interacting models

Résumé

Complex systems simulations generally involve the interaction of different scientific fields. Human economies, ecosystems or dynamic computer networks such as P2P are good examples. Since models and simulators already exist in those fields, designing the simulation as a society of interacting and co-evolving models appears attractive. Beyond the technical issues to make different simulators cooperate, the challenges are to make the co-evolution design and implementation easier for the users that rarely know intricate modelling and simulation tools, and to facilitate the collaboration of different experts. Agents and artefacts (A&A) paradigm simplifies the design and the implementation of a society of interacting and co-evolving models. That is, the addition, the removal or the interchange of models require less effort. Contrary to classical approaches, we have built a decentralized co-evolution architecture based upon A&A and a data-driven coordination model. In this article, beyond the architecture presentation, we focus on the benefit provided by A&A used for multiple models co-evolution.
Fichier principal
Vignette du fichier
article-aamas2010_siebert_v2.pdf (329.78 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-00452865 , version 1 (03-02-2010)

Identifiants

  • HAL Id : hal-00452865 , version 1

Citer

Julien Siebert, Laurent Ciarletta, Vincent Chevrier. Agents and artefacts for multiple models co-evolution. Building complex system simulation as a set of interacting models. Autonomous Agents and Multiagent Systems - AAMAS 2010, May 2010, Toronto, Canada. pp.509-516. ⟨hal-00452865⟩
257 Consultations
245 Téléchargements

Partager

Gmail Facebook X LinkedIn More