|
Showing 1 - 2 of
2 matches in All Departments
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.
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.
|
|