Research on Algorithm for Detecting Cause-and-effect Chains in Bayesian Network and its Applications
De Li · 2008
Applying directed acyclic network’ simple path detecting algorithm to Bayesian network’ cause-and-effect chains detecting. According to the nodes’ conditional probability table of the cause-and-effect chains, we can calculate the nodes’ status probability and complete the probability’s spread and renew in each cause-and-effect chains. Applying the onward and backward reason method in this text to the cause-and-effect chains’ sensitive analysis, it can provide the basis for the sciencal decision.