Algebraic Properties of a Disordered Asymmetric Glauber Model
Arvind Ayyer

TL;DR
This paper analyzes a disordered asymmetric Glauber model for Ising spins on a 1D lattice, providing explicit eigenvalues, conjecturing normalization formulas, and exploring ferromagnetic and antiferromagnetic limits.
Contribution
It explicitly calculates all eigenvalues of the transition matrix for the model and proposes a formula for the normalization factor, advancing understanding of disordered Glauber dynamics.
Findings
Eigenvalues of the transition matrix are explicitly calculated.
A conjectured formula for the normalization factor is proposed.
Normalization formulas are proved in ferromagnetic and antiferromagnetic limits.
Abstract
We consider a variant of Glauber dynamics of Ising spins on a one-dimensional lattice, where each spin flips according to the relative state of the spin to its left. Moreover, each bond allows for two rates; flips which equalize nearest neighbor spins, and flips which "unequalize" them. In addition, the leftmost spin flips depending on the spin at that site. We explicitly calculate all eigenvalues of the transition matrix for all system sizes and conjecture a formula for the normalization factor of the model. We then analyze two limits of this model, which are analogous to ferromagnetic and antiferromagnetic behavior in the Ising model for which we are able to prove an analogous formula for the normalization factor.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
