Remarks on condition numbers and optimally conditioned matrices

Matrix condition numbers are proved to be submultiplicative but neither subadditive nor superadditive, and the Frobenius and the default (based on the 2-norm) condition numbers are shown to be unitarily invariant. The equality of all the singular values of a square matrix is established as a necessa...

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Main Authors: Estalilla, Aliento V., Pinpin, Lord Kenneth M.
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Published: Animo Repository 2005
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/12784
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Institution: De La Salle University
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-147082024-07-29T02:49:38Z Remarks on condition numbers and optimally conditioned matrices Estalilla, Aliento V. Pinpin, Lord Kenneth M. Matrix condition numbers are proved to be submultiplicative but neither subadditive nor superadditive, and the Frobenius and the default (based on the 2-norm) condition numbers are shown to be unitarily invariant. The equality of all the singular values of a square matrix is established as a necessary and sufficient condition for the matrix to be optimally conditioned under the 2-norm, making unitary, Hadamard and some diagonal and antidiagonal matrices possess unity condition numbers. 2005-03-01T08:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/12784 Faculty Research Work Animo Repository Matrices—Norms Numerical analysis Hadamard matrices Mathematics Numerical Analysis and Computation
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Matrices—Norms
Numerical analysis
Hadamard matrices
Mathematics
Numerical Analysis and Computation
spellingShingle Matrices—Norms
Numerical analysis
Hadamard matrices
Mathematics
Numerical Analysis and Computation
Estalilla, Aliento V.
Pinpin, Lord Kenneth M.
Remarks on condition numbers and optimally conditioned matrices
description Matrix condition numbers are proved to be submultiplicative but neither subadditive nor superadditive, and the Frobenius and the default (based on the 2-norm) condition numbers are shown to be unitarily invariant. The equality of all the singular values of a square matrix is established as a necessary and sufficient condition for the matrix to be optimally conditioned under the 2-norm, making unitary, Hadamard and some diagonal and antidiagonal matrices possess unity condition numbers.
format text
author Estalilla, Aliento V.
Pinpin, Lord Kenneth M.
author_facet Estalilla, Aliento V.
Pinpin, Lord Kenneth M.
author_sort Estalilla, Aliento V.
title Remarks on condition numbers and optimally conditioned matrices
title_short Remarks on condition numbers and optimally conditioned matrices
title_full Remarks on condition numbers and optimally conditioned matrices
title_fullStr Remarks on condition numbers and optimally conditioned matrices
title_full_unstemmed Remarks on condition numbers and optimally conditioned matrices
title_sort remarks on condition numbers and optimally conditioned matrices
publisher Animo Repository
publishDate 2005
url https://animorepository.dlsu.edu.ph/faculty_research/12784
_version_ 1806511035015757824