Bayesian Networks for Reliability Engineering, Paperback by Cai, Baoping; Liu...

Bayesian Networks for Reliability Engineering, Paperback by Cai, Baoping; Liu, Yonghong; Liu, Zengkai; Chang, Yuanjiang; Jiang, Lei, ISBN 9811365180, ISBN-13 9789811365188, Brand New, Free shipping in the USThis 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, th 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.