Study on the Bayesian Networks Decomposition by the Improved Multi-Linked Tree Algorithm
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.
Z. W. Wang and J. Zhou, "Study on the Bayesian Networks Decomposition by the Improved Multi-Linked Tree Algorithm", Advanced Materials Research, Vol. 214, pp. 678-682, 2011