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Approche multi-agent pour la multi-modélisation et le couplage de simulations :application à l'étude des influences entre le fonctionnement des réseaux ambiants et le comportement de leurs utilisateurs

Abstract : This work has been done between the fields of ubiquitous networks and multi-agent based simulation. The main context is to study mutual influences existing between ubiquitous network performances and their users behaviours. We have highlighted the need for reusing and coupling modelling and simulation softwares together in order to simultaneously integrate several abstraction levels in the study. We target those needs by a multiagent approach and we propose a metamodel : AA4MM. The core idea in AA4MM is to build a society of models, simulators and simulation softwares that solves the core challenges of multimodelling and simulation coupling in an homogeneous perspective. AA4MM major contributions are the possibility to easily reuse, to make interoperable and modular existing heterogeneous models and softwares, to manage scale changes and a simulation algorithm fully decentralized. We apply this metamodel to the field of ubiquitous networks in order to target the question of mutual influences between networks performances and users behaviours.
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Julien Siebert. Approche multi-agent pour la multi-modélisation et le couplage de simulations :application à l'étude des influences entre le fonctionnement des réseaux ambiants et le comportement de leurs utilisateurs. Autre [cs.OH]. Université Henri Poincaré - Nancy 1, 2011. Français. ⟨NNT : 2011NAN10075⟩. ⟨tel-01746208⟩

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