Relative information entropy in cosmology: The problem of information entanglement
Main Author: | |
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Publication Date: | 2016 |
Other Authors: | |
Format: | Article |
Language: | eng |
Source: | Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
Download full: | https://hdl.handle.net/1822/41614 |
Summary: | The necessary information to distinguish a local inhomogeneous mass density field from its spatial average on a compact domain of the universe can be measured by relative information entropy. The Kullback-Leibler (KL) formula arises very naturally in this context, however, it provides a very complicated way to compute the mutual information between spatially separated but causally connected regions of the universe in a realistic, inhomogeneous model. To circumvent this issue, by considering a parametric extension of the KL measure, we develop a simple model to describe the mutual information which is entangled via the gravitational field equations. We show that the Tsallis relative entropy can be a good approximation in the case of small inhomogeneities, and for measuring the independent relative information inside the domain, we propose the R\'enyi relative entropy formula. |
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Relative information entropy in cosmology: The problem of information entanglementCosmic inhomogeneitiesInformation entropyLarge scale structureCiências Naturais::Ciências FísicasCiências Naturais::MatemáticasScience & TechnologyThe necessary information to distinguish a local inhomogeneous mass density field from its spatial average on a compact domain of the universe can be measured by relative information entropy. The Kullback-Leibler (KL) formula arises very naturally in this context, however, it provides a very complicated way to compute the mutual information between spatially separated but causally connected regions of the universe in a realistic, inhomogeneous model. To circumvent this issue, by considering a parametric extension of the KL measure, we develop a simple model to describe the mutual information which is entangled via the gravitational field equations. We show that the Tsallis relative entropy can be a good approximation in the case of small inhomogeneities, and for measuring the independent relative information inside the domain, we propose the R\'enyi relative entropy formula.Received funding from the European Union Seventh Framework Programme (FP7/2007-2013) under the grant agreement No. PCOFUND-GA-2009-246542; from CMAT through FEDER Funds COMPETE, and also from FCT projects Est-OE/MAT/UI0013/2014, SFRH/BCC/105835/2014 and CERN/FP/123609/2011.ElsevierUniversidade do MinhoCzinner, Viktor G.Mena, Filipe C.2016-072016-07-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/41614eng0370-269310.1016/j.physletb.2016.04.043http://www.sciencedirect.com/science/article/pii/S0370269316301162info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-04-12T04:34:01Zoai:repositorium.sdum.uminho.pt:1822/41614Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T15:24:07.915533Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse |
dc.title.none.fl_str_mv |
Relative information entropy in cosmology: The problem of information entanglement |
title |
Relative information entropy in cosmology: The problem of information entanglement |
spellingShingle |
Relative information entropy in cosmology: The problem of information entanglement Czinner, Viktor G. Cosmic inhomogeneities Information entropy Large scale structure Ciências Naturais::Ciências Físicas Ciências Naturais::Matemáticas Science & Technology |
title_short |
Relative information entropy in cosmology: The problem of information entanglement |
title_full |
Relative information entropy in cosmology: The problem of information entanglement |
title_fullStr |
Relative information entropy in cosmology: The problem of information entanglement |
title_full_unstemmed |
Relative information entropy in cosmology: The problem of information entanglement |
title_sort |
Relative information entropy in cosmology: The problem of information entanglement |
author |
Czinner, Viktor G. |
author_facet |
Czinner, Viktor G. Mena, Filipe C. |
author_role |
author |
author2 |
Mena, Filipe C. |
author2_role |
author |
dc.contributor.none.fl_str_mv |
Universidade do Minho |
dc.contributor.author.fl_str_mv |
Czinner, Viktor G. Mena, Filipe C. |
dc.subject.por.fl_str_mv |
Cosmic inhomogeneities Information entropy Large scale structure Ciências Naturais::Ciências Físicas Ciências Naturais::Matemáticas Science & Technology |
topic |
Cosmic inhomogeneities Information entropy Large scale structure Ciências Naturais::Ciências Físicas Ciências Naturais::Matemáticas Science & Technology |
description |
The necessary information to distinguish a local inhomogeneous mass density field from its spatial average on a compact domain of the universe can be measured by relative information entropy. The Kullback-Leibler (KL) formula arises very naturally in this context, however, it provides a very complicated way to compute the mutual information between spatially separated but causally connected regions of the universe in a realistic, inhomogeneous model. To circumvent this issue, by considering a parametric extension of the KL measure, we develop a simple model to describe the mutual information which is entangled via the gravitational field equations. We show that the Tsallis relative entropy can be a good approximation in the case of small inhomogeneities, and for measuring the independent relative information inside the domain, we propose the R\'enyi relative entropy formula. |
publishDate |
2016 |
dc.date.none.fl_str_mv |
2016-07 2016-07-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://hdl.handle.net/1822/41614 |
url |
https://hdl.handle.net/1822/41614 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
0370-2693 10.1016/j.physletb.2016.04.043 http://www.sciencedirect.com/science/article/pii/S0370269316301162 |
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info:eu-repo/semantics/openAccess |
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openAccess |
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application/pdf |
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Elsevier |
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Elsevier |
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