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Bayesian Networks for Reliability Engineering
Hoofdkenmerken
Auteur: Baoping Cai; Yonghong Liu; Zengkai Liu; Yuanjiang Chang; Lei Jiang
Titel: Bayesian Networks for Reliability Engineering
Uitgever: Springer Nature
ISBN: 9789811365164
ISBN boekversie: 9789811365157
Prijs: € 167.85
Verschijningsdatum: 28-02-2019
Inhoudelijke kenmerken
Categorie: Intelligence (AI) & Semantics
Taal: English
Imprint: Springer
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

  This book presents a bibliographical review of the use of Bayesian networks in reliability over the last decade. Bayesian network (BN) is considered to be one of the most powerful models in probabilistic knowledge representation and inference, and it is increasingly used in the field of reliability. After focusing on the engineering systems, the book subsequently discusses twelve important issues in the BN-based reliability methodologies, such as BN structure modeling, BN parameter modeling, BN inference, validation, and verification. As such, it is a valuable resource for researchers and practitioners in the field of reliability engineering.
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