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

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2019-03-08
166,31 € 277,18 €

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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- ... Pilns apraksts

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Aprašymas

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.

Vairāk informācijas

Autors Lei Jiang, Yonghong Liu, Zengkai Liu, Baoping Cai, Yuanjiang Chang
Izdevējs Springer Nature Singapore
Izlaides gads 2019
Vāka tips Cietais vāks
EAN 9789811365157
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166,31 € 277,18 €