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Bayesian Networks for Reliability Engineering - Lei Jiang,Yonghong Liu,Zengkai Liu,Baoping Cai,Yuanjiang Chang

English
2020-08-14
€203.26 €254.08

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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- ... Full description

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Description

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.

More Information

Author Lei Jiang, Yonghong Liu, Zengkai Liu, Baoping Cai, Yuanjiang Chang
Publisher Springer Nature Singapore
Release year 2020
Cover type Softcover
EAN 9789811365188
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€203.26 €254.08