Proof of the satisfiability conjecture for large k
Jian Ding, Allan Sly, Nike Sun
We establish the satisfiability threshold for random -SAT for all , with an absolute constant. That is, there exists a limiting density such that a random -SAT formula of clause density is with high probability satisfiable for α<α_*, and unsatisfiable for α>α_*. We show that the threshold is given explicitly by the one-step replica symmetry breaking prediction from statistical physics. The proof develops a new analytic method for moment calculations on random graphs, mapping a high-dimensional optimization problem to a more tractable problem of analyzing tree recursions. We believe that our method may apply to a range of random CSPs in the 1-RSB universality class.