Integer Programming on the Junction Tree Polytope for Influence Diagrams.
Axel ParmentierVictor CohenVincent LeclèreGuillaume ObozinskiJoseph SalmonPublished in: INFORMS J. Optim. (2020)
Keyphrases
- integer programming
- influence diagrams
- junction tree
- decision problems
- valid inequalities
- probabilistic inference
- np hard
- sensitivity analysis
- decision making
- graphical models
- linear programming
- convex hull
- bayesian networks
- constraint programming
- belief networks
- integer program
- independence relations
- directed graph
- higher order