Global Conditioning for Probabilistic Inference in Belief Networks

Ross D. Shachter, Stig K. Andersen, Peter Szolovits

In this paper we propose a new approach to probabilistic inference on belief networks, global conditioning, which is a simple generalization of Pearl's (1986b) method of loopcutset…