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

englanti
2020-08-14
190,56 € 254,08 €

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Toimitus 12-18 arkipäivässä

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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- ... Täydellinen kuvaus

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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-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.

Lisätietoja

Kirjoittaja Lei Jiang, Yonghong Liu, Zengkai Liu, Baoping Cai, Yuanjiang Chang
Julkaisija Springer Nature Singapore
Julkaisuvuosi 2020
Kannen tyyppi Pehmeäkantinen
EAN 9789811365188
Kirjoita oma arvostelusi
Arvostelet: Bayesian Networks for Reliability Engineering
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190,56 € 254,08 €