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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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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 |
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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 |
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