2U an exact interval propagation algorithm for polytrees with binary variables.

This paper addresses the problem of computing posterior probabilities in a discrete Bayesian network where the conditional distributions of the model belong to convex sets. The computation on a general Bayesian network with convex sets of conditional distributions is formalized as a global optimizat...

Volledige beschrijving

Bibliografische gegevens
Gepubliceerd in:Artificial intelligence. 106, 1 (1998).
Hoofdauteur: Fagiuoli, Enrico
Andere auteurs: Zaffalon, Marco
Formaat: Artikel
Taal:English
Onderwerpen: