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» Probabilistic Arc Consistency
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UAI
2000
13 years 6 months ago
Probabilistic Arc Consistency: A Connection between Constraint Reasoning and Probabilistic Reasoning
We document a connection between constraint reasoning and probabilistic reasoning. We present an algorithm, called probabilistic arc consistency, which is both a generalization of...
Michael C. Horsch, William S. Havens
CP
2005
Springer
13 years 10 months ago
Probabilistic Arc Consistency
The two most popular backtrack algorithms for solving Constraint Satisfaction Problems (CSPs) are Forward Checking (FC) and Maintaining Arc Consistency (MAC). MAC maintains full ar...
Deepak Mehta, Marc R. C. van Dongen
IJCAI
2007
13 years 6 months ago
Probabilistic Consistency Boosts MAC and SAC
Constraint Satisfaction Problems (CSPs) are ubiquitous in Artificial Intelligence. The backtrack algorithms that maintain some local consistency during search have become the de ...
Deepak Mehta, Marc R. C. van Dongen
AAAI
1993
13 years 6 months ago
Arc-Consistency and Arc-Consistency Again
Christian Bessière, Marie-Odile Cordier
ECAI
2006
Springer
13 years 8 months ago
Beyond Singleton Arc Consistency
Shaving algorithms, like singleton arc consistency (sac), are currently receiving much interest. They remove values which are not part of any solution. This paper proposes an effic...
Marc R. C. van Dongen