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The Double Dyson Index β Effect in Non-Hermitian Tridiagonal Matrices

The Dyson index, [Formula: see text] , plays an essential role in random matrix theory, as it labels the so-called “three-fold way” that refers to the symmetries satisfied by ensembles under unitary transformations. As is known, its [Formula: see text] 2, and 4 values denote the orthogonal, unitary,...

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Autores principales: Goulart, Cleverson A., Pato, Mauricio P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10297214/
https://www.ncbi.nlm.nih.gov/pubmed/37372212
http://dx.doi.org/10.3390/e25060868
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author Goulart, Cleverson A.
Pato, Mauricio P.
author_facet Goulart, Cleverson A.
Pato, Mauricio P.
author_sort Goulart, Cleverson A.
collection PubMed
description The Dyson index, [Formula: see text] , plays an essential role in random matrix theory, as it labels the so-called “three-fold way” that refers to the symmetries satisfied by ensembles under unitary transformations. As is known, its [Formula: see text] 2, and 4 values denote the orthogonal, unitary, and symplectic classes, whose matrix elements are real, complex, and quaternion numbers, respectively. It functions, therefore, as a measure of the number of independent non-diagonal variables. On the other hand, in the case of [Formula: see text] ensembles, which represent the tridiagonal form of the theory, it can assume any real positive value, thus losing that function. Our purpose, however, is to show that, when the Hermitian condition of the real matrices generated with a given value of [Formula: see text] is removed, and, as a consequence, the number of non-diagonal independent variables doubles, non-Hermitian matrices exist that asymptotically behave as if they had been generated with a value [Formula: see text] Therefore, it is as if the [Formula: see text] index were, in this way, again operative. It is shown that this effect happens for the three tridiagonal ensembles, namely, the [Formula: see text] –Hermite, the [Formula: see text] –Laguerre, and the [Formula: see text] –Jacobi ensembles.
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spelling pubmed-102972142023-06-28 The Double Dyson Index β Effect in Non-Hermitian Tridiagonal Matrices Goulart, Cleverson A. Pato, Mauricio P. Entropy (Basel) Article The Dyson index, [Formula: see text] , plays an essential role in random matrix theory, as it labels the so-called “three-fold way” that refers to the symmetries satisfied by ensembles under unitary transformations. As is known, its [Formula: see text] 2, and 4 values denote the orthogonal, unitary, and symplectic classes, whose matrix elements are real, complex, and quaternion numbers, respectively. It functions, therefore, as a measure of the number of independent non-diagonal variables. On the other hand, in the case of [Formula: see text] ensembles, which represent the tridiagonal form of the theory, it can assume any real positive value, thus losing that function. Our purpose, however, is to show that, when the Hermitian condition of the real matrices generated with a given value of [Formula: see text] is removed, and, as a consequence, the number of non-diagonal independent variables doubles, non-Hermitian matrices exist that asymptotically behave as if they had been generated with a value [Formula: see text] Therefore, it is as if the [Formula: see text] index were, in this way, again operative. It is shown that this effect happens for the three tridiagonal ensembles, namely, the [Formula: see text] –Hermite, the [Formula: see text] –Laguerre, and the [Formula: see text] –Jacobi ensembles. MDPI 2023-05-29 /pmc/articles/PMC10297214/ /pubmed/37372212 http://dx.doi.org/10.3390/e25060868 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Goulart, Cleverson A.
Pato, Mauricio P.
The Double Dyson Index β Effect in Non-Hermitian Tridiagonal Matrices
title The Double Dyson Index β Effect in Non-Hermitian Tridiagonal Matrices
title_full The Double Dyson Index β Effect in Non-Hermitian Tridiagonal Matrices
title_fullStr The Double Dyson Index β Effect in Non-Hermitian Tridiagonal Matrices
title_full_unstemmed The Double Dyson Index β Effect in Non-Hermitian Tridiagonal Matrices
title_short The Double Dyson Index β Effect in Non-Hermitian Tridiagonal Matrices
title_sort double dyson index β effect in non-hermitian tridiagonal matrices
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10297214/
https://www.ncbi.nlm.nih.gov/pubmed/37372212
http://dx.doi.org/10.3390/e25060868
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