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» Phase transition for Local Search on planted SAT
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CORR
2008
Springer
69views Education» more  CORR 2008»
13 years 5 months ago
Phase transition for Local Search on planted SAT
Andrei A. Bulatov, Evgeny S. Skvortsov
ICML
2003
IEEE
14 years 5 months ago
Stochastic Local Search in k-Term DNF Learning
A novel native stochastic local search algorithm for solving k-term DNF problems is presented. It is evaluated on hard k-term DNF problems that lie on the phase transition and com...
Stefan Kramer, Ulrich Rückert
CORR
2011
Springer
144views Education» more  CORR 2011»
12 years 8 months ago
Analyzing Walksat on random formulas
Let Φ be a uniformly distributed random k-SAT formula with n variables and m clauses. We prove that the Walksat algorithm from [16, 17] finds a satisfying assignment of Φ in pol...
Amin Coja-Oghlan, Alan M. Frieze
GECCO
2008
Springer
142views Optimization» more  GECCO 2008»
13 years 6 months ago
Complexity of Max-SAT using stochastic algorithms
Hill-climbing has been shown to be more effective than exhaustive search in solving satisfiability problems.Also, it has been used either by itself or in combination with other ...
Mohamed Qasem, Adam Prügel-Bennett
SAT
2005
Springer
95views Hardware» more  SAT 2005»
13 years 10 months ago
Random Walk with Continuously Smoothed Variable Weights
Many current local search algorithms for SAT fall into one of two classes. Random walk algorithms such as Walksat/SKC, Novelty+ and HWSAT are very successful but can be trapped for...
Steven David Prestwich