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Strategies for single-shot discrimination of process matrices

The topic of causality has recently gained traction quantum information research. This work examines the problem of single-shot discrimination between process matrices which are an universal method defining a causal structure. We provide an exact expression for the optimal probability of correct dis...

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Autores principales: Lewandowska, Paulina, Pawela, Łukasz, Puchała, Zbigniew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9944257/
https://www.ncbi.nlm.nih.gov/pubmed/36810761
http://dx.doi.org/10.1038/s41598-023-30191-0
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author Lewandowska, Paulina
Pawela, Łukasz
Puchała, Zbigniew
author_facet Lewandowska, Paulina
Pawela, Łukasz
Puchała, Zbigniew
author_sort Lewandowska, Paulina
collection PubMed
description The topic of causality has recently gained traction quantum information research. This work examines the problem of single-shot discrimination between process matrices which are an universal method defining a causal structure. We provide an exact expression for the optimal probability of correct distinction. In addition, we present an alternative way to achieve this expression by using the convex cone structure theory. We also express the discrimination task as semidefinite programming. Due to that, we have created the SDP calculating the distance between process matrices and we quantify it in terms of the trace norm. As a valuable by-product, the program finds an optimal realization of the discrimination task. We also find two classes of process matrices which can be distinguished perfectly. Our main result, however, is a consideration of the discrimination task for process matrices corresponding to quantum combs. We study which strategy, adaptive or non-signalling, should be used during the discrimination task. We proved that no matter which strategy you choose, the probability of distinguishing two process matrices being a quantum comb is the same.
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spelling pubmed-99442572023-02-23 Strategies for single-shot discrimination of process matrices Lewandowska, Paulina Pawela, Łukasz Puchała, Zbigniew Sci Rep Article The topic of causality has recently gained traction quantum information research. This work examines the problem of single-shot discrimination between process matrices which are an universal method defining a causal structure. We provide an exact expression for the optimal probability of correct distinction. In addition, we present an alternative way to achieve this expression by using the convex cone structure theory. We also express the discrimination task as semidefinite programming. Due to that, we have created the SDP calculating the distance between process matrices and we quantify it in terms of the trace norm. As a valuable by-product, the program finds an optimal realization of the discrimination task. We also find two classes of process matrices which can be distinguished perfectly. Our main result, however, is a consideration of the discrimination task for process matrices corresponding to quantum combs. We study which strategy, adaptive or non-signalling, should be used during the discrimination task. We proved that no matter which strategy you choose, the probability of distinguishing two process matrices being a quantum comb is the same. Nature Publishing Group UK 2023-02-21 /pmc/articles/PMC9944257/ /pubmed/36810761 http://dx.doi.org/10.1038/s41598-023-30191-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Lewandowska, Paulina
Pawela, Łukasz
Puchała, Zbigniew
Strategies for single-shot discrimination of process matrices
title Strategies for single-shot discrimination of process matrices
title_full Strategies for single-shot discrimination of process matrices
title_fullStr Strategies for single-shot discrimination of process matrices
title_full_unstemmed Strategies for single-shot discrimination of process matrices
title_short Strategies for single-shot discrimination of process matrices
title_sort strategies for single-shot discrimination of process matrices
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9944257/
https://www.ncbi.nlm.nih.gov/pubmed/36810761
http://dx.doi.org/10.1038/s41598-023-30191-0
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