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Spin Glass Cavity Method in Random K-Satisfiability Problem. Ma Hui 2009-12-22. Random K-Satisfiability Problem. Structure of Solution Space changes as the constraint density increases. The Communities in a Single Solution Cluster.
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Spin Glass Cavity Method in Random K-Satisfiability Problem Ma Hui 2009-12-22
Structure of Solution Space changes as the constraint density increases
The Communities in a Single Solution Cluster Haijun Zhou, Hui Ma, Communities of solutions in Single Solution Clusters of a Random K-Satisfiability Formula,Phys. Rev. E Accepted 12Nov,2009
Replica Symmetry Equations and Its Stability Analysis Method for Replica Symmetry method: 1.Deviation of two replicas 2.Convergence of the belief propagation 3.Numerical instability towards 1RSB(m=1) solutions
1RSB Stability Analysis Two kinds of Stability 1. Iteration Stability 2.Stability to Bug proliferation