PROBABILISTIC REASONING IN BAYESIAN NETWORKS: BELIEF UPDATING IN SINGLY CONNECTED CAUSAL POLYTREE
Ang K · Computer Applications and Software · 1996
The belief updating algorithm, in singly connected causal polytrees is discussed in the paper. Firstly, the fundamentals of Bayesian networks are summarized. Then algorithm and data structure are described in detail. Finally, the implementation process is given.