Thomas Vidick: Rigorous RG algorithms and area laws for low energy eigenstates in 1D

Опубликовано 1 февраля 2017, 1:23

"One of the central challenges in the study of quantum many-body systems is the complexity of simulating them on a classical computer. A recent advance gave a polynomial time algorithm to compute a succinct classical description for unique ground states of gapped 1D quantum systems. Despite this progress many questions remained unresolved, including whether there exist rigorous efficient algorithms when the ground space is degenerate (and poly(n) dimensional), or for the poly(n) lowest energy states for 1D systems, or even whether such states admit succinct classical descriptions or area laws.

In this paper we give a new algorithm for finding low energy states for 1D systems, based on a rigorously justified renormalization group (RG)-type transformation. In the process we resolve some of the aforementioned open questions, including giving a polynomial time algorithm for
poly(n) degenerate ground spaces and an n^{O(\log n)} algorithm
for the poly(n) lowest energy states for 1D systems (under a mild density condition).
We note that for these classes of systems the existence of a succinct classical
description and area laws were not rigorously proved before this work. The algorithms are natural and efficient, and for the case of finding unique ground states for frustration-free Hamiltonians the running time is O(nM(n)), where M(n) is the time required to multiply two $n\times n$ matrices."