OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

Reliability analysis using Bayesian networks

Tchangani, Ayeley Reliability analysis using Bayesian networks. (2001) Studies in Informatics and Control, 10 (3). 181-188. ISSN 1220-1766

(Document in English)

PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader


This paper considers the problem of reliability analysis of that consists groups of components organized in parallel and/or in serial given the reliability of the basic component. The mathematical tool used to tackle this problem is that of Bayesian networks (BN) that derive from convergence of statistics and Artificial Intelligence (AI). It consists of the representation of probabilistic causal relation between variables of a system.

Item Type:Article
HAL Id:hal-02134717
Audience (journal):International peer-reviewed journal
Uncontrolled Keywords:
Institution:Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Deposited On:29 Apr 2019 07:45

Repository Staff Only: item control page