Critical Ising on the square lattice mixes in polynomial time
Preprint
Abstract
The Ising model is widely regarded as the most studied model of spin-systems in statistical physics. The focus of this paper is its dynamic (stochastic) version, the Glauber dynamics, introduced in 1963 and by now the most popular means of sampling the Ising measure. Intensive study throughout the last three decades has yielded a rigorous understanding of the spectral-gap of the dynamics on $\Z^2$ everywhere except at criticality. While the critical behavior of the Ising model has long been the focus for physicists, mathematicians have only recently developed an understanding of its critical geometry with the advent of SLE, CLE and new tools to study conformally invariant systems. A rich interplay exists between the static and dynamic models. At the static phase-transition for Ising, the dynamics is conjectured to undergo a critical slowdown: At high temperature the inverse-gap is O(1), at the critical $\beta_c$ it is polynomial in the side-length and at low temperature it is exponential in it. A seminal series of papers verified this on $\Z^2$ except at $\beta=\beta_c$ where the behavior remained a challenging open problem. Here we establish the first rigorous polynomial upper bound for the critical mixing, thus confirming the critical slowdown for the Ising model in $\Z^2$. Namely, we show that on a finite box with arbitrary (e.g. fixed, free, periodic) boundary conditions, the inverse-gap at $\beta=\beta_c$ is polynomial in the side-length. The proof harnesses recent understanding of the scaling limit of critical Fortuin-Kasteleyn representation of the Ising model together with classical tools from the analysis of Markov chains.
Keywords
All Related Versions
This publication has 44 references indexed in Scilit:
- Exact large deviation bounds up toT c for the Ising model in two dimensionsProbability Theory and Related Fields, 1995
- Critical exponents from power spectraJournal of Statistical Physics, 1993
- On log-Sobolev inequalities for infinite lattice systemsLetters in Mathematical Physics, 1990
- Uniform andL 2 convergence in one dimensional stochastic Ising modelsCommunications in Mathematical Physics, 1989
- Exponential decay of connectivities in the two-dimensional ising modelJournal of Statistical Physics, 1987
- Second order large deviation estimates for ferromagnetic systems in the phase coexistence regionCommunications in Mathematical Physics, 1987
- Logarithmic Sobolev inequalities and stochastic Ising modelsJournal of Statistical Physics, 1987
- Completely analytical interactions: Constructive descriptionJournal of Statistical Physics, 1987
- Rapid Convergence to Equilibrium of Stochastic Ising Models in the Dobrushin Shlosman Regime1987
- A note on percolationProbability Theory and Related Fields, 1978