Cargando…

On the computational complexity of curing non-stoquastic Hamiltonians

Quantum many-body systems whose Hamiltonians are non-stoquastic, i.e., have positive off-diagonal matrix elements in a given basis, are known to pose severe limitations on the efficiency of Quantum Monte Carlo algorithms designed to simulate them, due to the infamous sign problem. We study the compu...

Descripción completa

Detalles Bibliográficos
Autores principales: Marvian, Milad, Lidar, Daniel A., Hen, Itay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6450938/
https://www.ncbi.nlm.nih.gov/pubmed/30952854
http://dx.doi.org/10.1038/s41467-019-09501-6
_version_ 1783409099449303040
author Marvian, Milad
Lidar, Daniel A.
Hen, Itay
author_facet Marvian, Milad
Lidar, Daniel A.
Hen, Itay
author_sort Marvian, Milad
collection PubMed
description Quantum many-body systems whose Hamiltonians are non-stoquastic, i.e., have positive off-diagonal matrix elements in a given basis, are known to pose severe limitations on the efficiency of Quantum Monte Carlo algorithms designed to simulate them, due to the infamous sign problem. We study the computational complexity associated with ‘curing’ non-stoquastic Hamiltonians, i.e., transforming them into sign-problem-free ones. We prove that if such transformations are limited to single-qubit Clifford group elements or general single-qubit orthogonal matrices, finding the curing transformation is NP-complete. We discuss the implications of this result.
format Online
Article
Text
id pubmed-6450938
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-64509382019-04-08 On the computational complexity of curing non-stoquastic Hamiltonians Marvian, Milad Lidar, Daniel A. Hen, Itay Nat Commun Article Quantum many-body systems whose Hamiltonians are non-stoquastic, i.e., have positive off-diagonal matrix elements in a given basis, are known to pose severe limitations on the efficiency of Quantum Monte Carlo algorithms designed to simulate them, due to the infamous sign problem. We study the computational complexity associated with ‘curing’ non-stoquastic Hamiltonians, i.e., transforming them into sign-problem-free ones. We prove that if such transformations are limited to single-qubit Clifford group elements or general single-qubit orthogonal matrices, finding the curing transformation is NP-complete. We discuss the implications of this result. Nature Publishing Group UK 2019-04-05 /pmc/articles/PMC6450938/ /pubmed/30952854 http://dx.doi.org/10.1038/s41467-019-09501-6 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Marvian, Milad
Lidar, Daniel A.
Hen, Itay
On the computational complexity of curing non-stoquastic Hamiltonians
title On the computational complexity of curing non-stoquastic Hamiltonians
title_full On the computational complexity of curing non-stoquastic Hamiltonians
title_fullStr On the computational complexity of curing non-stoquastic Hamiltonians
title_full_unstemmed On the computational complexity of curing non-stoquastic Hamiltonians
title_short On the computational complexity of curing non-stoquastic Hamiltonians
title_sort on the computational complexity of curing non-stoquastic hamiltonians
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6450938/
https://www.ncbi.nlm.nih.gov/pubmed/30952854
http://dx.doi.org/10.1038/s41467-019-09501-6
work_keys_str_mv AT marvianmilad onthecomputationalcomplexityofcuringnonstoquastichamiltonians
AT lidardaniela onthecomputationalcomplexityofcuringnonstoquastichamiltonians
AT henitay onthecomputationalcomplexityofcuringnonstoquastichamiltonians