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Génération et analyse automatique de simulations multi-agents

Philippe Caillou 1, 2
2 TAO - Machine Learning and Optimisation
CNRS - Centre National de la Recherche Scientifique : UMR8623, Inria Saclay - Ile de France, UP11 - Université Paris-Sud - Paris 11, LRI - Laboratoire de Recherche en Informatique
Abstract : Multi-agent based simulation (MABS) is increa- singly used for social science studies. However, few methodologies exist. A strong issue is the choice of the number of simulation runs and the validation of the results by statistical methods. In this article, we propose a method to auto- matically generate and run new simulations un- til the results are statistically valid using a chi- square test. The choice of the test configuration allows both a general overview of the variable links and a more specific independence analysis. We present a generic tool for any RePast-based simulation and apply it on an Academic Labor Market economic simulation.
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https://hal.inria.fr/inria-00545251
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Submitted on : Thursday, December 9, 2010 - 10:16:56 PM
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Philippe Caillou. Génération et analyse automatique de simulations multi-agents. JFSMA 2010, Oct 2010, Mahdia, Tunisie. ⟨inria-00545251⟩

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