Free-Energy Machine, a mean-field annealing method powered by automatic differentiation and parallel replicas, matches or beats specialized solvers on MaxCut, balanced MinCut, and Max k-SAT benchmarks.
Boettcher \ and\ author A
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cond-mat.stat-mech 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Free-Energy Machine for Combinatorial Optimization
Free-Energy Machine, a mean-field annealing method powered by automatic differentiation and parallel replicas, matches or beats specialized solvers on MaxCut, balanced MinCut, and Max k-SAT benchmarks.