Probabilistic Arc Consistency: A Connection between Constraint Reasoning and Probabilistic Reasoning
Michael C. HorschWilliam S. HavensPublished in: CoRR (2013)
Keyphrases
- probability distribution
- probabilistic reasoning
- constraint reasoning
- bayesian networks
- belief networks
- arc consistency
- constraint satisfaction
- probabilistic logic
- constraint propagation
- constraint satisfaction problems
- automated reasoning
- probabilistic inference
- probabilistic model
- constraint programming
- first order logic
- temporal reasoning
- path consistency
- temporal constraints
- arc consistency algorithm
- constraint networks
- logic programming
- graphical models
- statistical relational learning
- space complexity
- max csp
- non binary
- qualitative probabilistic networks
- machine learning
- heuristic search
- knowledge representation
- expert systems
- hidden variables
- generative model
- np complete
- worst case
- reinforcement learning
- image segmentation