Study on the Bayesian Networks Decomposition by the Improved Multi-Linked Tree Algorithm
Zhao Wei Wang, Jian Wei Zhou · Advanced materials research · 2011
Aiming at the difficulty of Bayses Network construction, the C_BN (Bayesian networks for quality problem case) decomposition path and level control method is discussed. And then the implementation algorithm using the improved multi-linked tree is carried out. The result of decomposition is standardized and the knowledge base for SBN (sub Bayesian networks) is built which is the foundation for the C_BN reuse in Bayesian networks construction.