Integrating Probabilistic Reasoning with Constraint Satisfaction

We hypothesize and confirm that probabilistic reasoning is closely related to constraint satisfaction at a formal level, and that this relationship yields effective algorithms for guiding constraint satisfaction and constraint optimization solvers. By taking a unified view of probabilistic inference...

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Bibliographic Details
Main Author: Hsu, Eric
Other Authors: McIlraith, Sheila Ann
Language:en
Published: 2011
Subjects:
Online Access:http://hdl.handle.net/1807/27584