Abstract
We study the low temperature properties of -spin glass models with finite connectivity and of some optimization problems. Using a one-step functional replica symmetry breaking ansatz we can solve exactly the saddle-point equations for graphs with uniform connectivity. The resulting ground state energy is in perfect agreement with numerical simulations. For fluctuating connectivity graphs, the same ansatz can be used in a variational way: For -spin models (known as -XOR-SAT in computer science) it provides the exact configurational entropy together with the dynamical and static critical connectivities (for , , and ), whereas for hard optimization problems like 3-SAT or Bicoloring it provides new upper bounds for their critical thresholds ( and ).
- Received 16 March 2001
DOI:https://doi.org/10.1103/PhysRevLett.87.127209
©2001 American Physical Society