Relative information entropy in cosmology: The problem of information entanglement

Bibliographic Details
Main Author: Czinner, Viktor G.
Publication Date: 2016
Other Authors: Mena, Filipe C.
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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spelling 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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dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
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