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Bayesian Networks for Reliability Engineering

von Baoping Cai, Lei Jiang, Yonghong Liu, Yuanjiang Chang und Zengkai Liu
Softcover - 9789811365188
160,49 €
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Hardcover - 9789811365157
160,49 €

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Weitere Formate

Hardcover - 9789811365157
160,49 €

Beschreibung

 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.

Details

Verlag Springer Singapore
Ersterscheinung 14. August 2020
Maße 23.5 cm x 15.5 cm
Gewicht 411 Gramm
Format Softcover
ISBN-13 9789811365188
Seiten 257

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