Numerical matrix analysis:linear systems and least squares

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Bibliographic Details
Main Authors: Ipsen Ilse C. F
Published: Society for Industrial and Applied Mathematics,
Publisher Address: Philadelphia
Publication Dates: c2009.
Literature type: Book
Language: English
Subjects:
Carrier Form: xiii, 128 p.: ; 23 cm.
ISBN: 9780898716764
0898716764
Index Number: O241
CLC: O241.5
Call Number: O241.5/I649
Contents: Includes bibliographical references and index.
Matrices -- Sensitivity, errors, and norms -- Linear systems -- Singular value decomposition -- Least square problems -- Subspaces.
Ipsen seeks to promote understanding of two phenomena: sensitivity of linear systems & least squares problems, & numerical stability of algorithms. Sensitivity & stability are analyzed as mathematical properties, without reference to finite precision arithmetic.