Cutoff for the noisy voter model
Preprint, 2015

Given a continuous time Markov Chain {q (x, y )} on a finite set S , the associated noisy voter model is the continuous time Markov chain on {0, 1}^S which evolves by (1) for each two sites x and y in S , the state at site x changes to the value of the state at site y at rate q (x, y ) and (2) each site rerandomizes its state at rate 1. We show that if there is a uniform bound on the rates {q (x, y )} and the corresponding stationary distributions are "almost" uniform, then the mixing time has a sharp cutoff at time log |S |/2 with a window of order 1. Lubetzky and Sly proved cutoff with a window of order 1 for the stochastic Ising model on toroids: we obtain the special case of their result for the cycle as a consequence of our result. Finally, we consider the model on a star and demonstrate the surprising phenomenon that the time it takes for the chain started at all ones to become close in total variation to the chain started at all zeros is of smaller order than the mixing time.

mixing times for Markov chains

noisy voter models

cutoff phenomena

Författare

Ted Cox

Yuval Peres

Jeffrey Steif

Göteborgs universitet

Chalmers, Matematiska vetenskaper, Matematik

Ämneskategorier

Matematik

Mer information

Skapat

2017-10-08