Fast algorithms at low temperatures via Markov chains

Zongchen Chen, Andreas Galanis, Leslie Ann Goldberg, Will Perkins, James Stewart, Eric Vigoda

Abstract: Efficient algorithms for approximate counting and sampling in spin systems typically apply in the so-called high-temperature regime, where the interaction between neighboring spins is “weak.” Instead...