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Conference Papers Year : 2010

Automated Multi-Agent Simulation Generation and Validation

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Abstract

Multi-agent based simulation (MABS) is increasingly used for so- cial science studies. However, few methodologies and tools ex- ist. A strong issue is the choice of the number of simulation runs and the validation of the results by statistical methods. In this arti- cle, we propose a model of tool which automatically generates and runs new simulations until 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 inde- pendence 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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Dates and versions

inria-00545253 , version 1 (09-12-2010)

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  • HAL Id : inria-00545253 , version 1

Cite

Philippe Caillou. Automated Multi-Agent Simulation Generation and Validation. PRIMA 2010, Nov 2010, Calcutta, India. pp.398-413. ⟨inria-00545253⟩
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