Comparing Beliefs, Surveys and Random Walks

Erik Aurell, Uri Gordon, Scott Kirkpatrick

Survey propagation is a powerful technique from statistical physics that has been applied to solve the 3-SAT problem both in principle and in practice. We give, using only probabil…