## Approximate credal network updating by linear programming with applications to decision making

- Alessandro Antonucci, Cassio Polpo de Campos, David Huber, Marco Zaffalon
- Int. J. Approx. Reasoning
- 2015

@inproceedings{Campos2007InferenceIC, title={Inference in Credal Networks Through Integer Programming}, author={Cassio Polpo de Campos}, year={2007} }

- Published 2007

A credal network associates a directed acyclic graph with a collection of sets of probability measures; it offers a compact representation for sets of multivariate distributions. In this paper we present a new algorithm for inference in credal networks based on an integer programming reformulation. We are concerned with computation of lower/upper probabilities for a variable in a given credal network. Experiments reported in this paper indicate that this new algorithm has better performanceâ€¦Â CONTINUE READING