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A Generic Search Heuristic Based on Survey Propagation to Solve CSPs
Faculty
Science
Year:
2012
Type of Publication:
ZU Hosted
Pages:
Authors:
Mohammed Hamza Mahmoud Ibrahim
Staff Zu Site
Abstract In Staff Site
Journal:
International Conference on Principal and Practice of Constraint Programming AAAI Press
Volume:
Keywords :
, Generic Search Heuristic Based , Survey Propagation
Abstract:
Probabilistic message-passing algorithms have had some recent success as the basis for search heuristics to solve satisfaction problems. In particular, Expectation Maximization Survey Propagation (EMSP) has been used in the context of SAT a
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Mohammed Hamza Mahmoud Ibrahim, "Exploiting Determinism to Scale Relational Inference", AAAI Press, 2015
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