Automated Multi-Agent Simulation Generation and Validation - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Communication Dans Un Congrès Année : 2010

Automated Multi-Agent Simulation Generation and Validation

Résumé

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.
Fichier principal
Vignette du fichier
Chi2primaFinv2.pdf (1.3 Mo) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

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

Identifiants

  • HAL Id : inria-00545253 , version 1

Citer

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

Partager

Gmail Mastodon Facebook X LinkedIn More