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" Numerical linear algebra and applications / "
Biswa Nath Datta.
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BL
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| Record Number
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848694
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| Main Entry
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Datta, Biswa Nath.
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| Title & Author
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Numerical linear algebra and applications /\ Biswa Nath Datta.
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| Edition Statement
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2nd ed.
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| Publication Statement
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Philadelphia :: Society for Industrial and Applied Mathematics,, ©2010.
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| Series Statement
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Other titles in applied mathematics ;; 116
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| Page. NO
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xxiv, 530 pages :: illustrations ;; 26 cm.
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| ISBN
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0898716853
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: 9780898716856
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| Bibliographies/Indexes
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Includes bibliographical references (pages 501-522) and index.
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| Contents
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Linear algebra problems, their importance, and computational difficulties -- A review of some required concepts from core linear algebra -- Floating point numbers and errors in computation -- Stabilityof algorithms and conditioning of problems -- Gaussian elimination and LU factorization -- Numerical solutions of linear systems -- QR factorization, singular value decomposition, and projections -- Least-squares solutions to linear systems -- Numerical matrix eigenvalue problems -- Numerical symmetric eigenvalue problem and singular value decomposition -- Generalized and quadratic eigenvalue problems -- Iterative methods for large and sparse problems : an overview -- Some key terms in numerical linear algebra.
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| Subject
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Algebras, Linear.
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Numerical analysis.
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Algebras, Linear.
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Numerical analysis.
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Lineare Algebra.
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Lineare Algebra.
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Numerische Mathematik.
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Numerische Mathematik.
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| Dewey Classification
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512/.5
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| LC Classification
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QA184.2.D38 2010
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| NLM classification
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SK 220rvk
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SK 220.rvk
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SK 915rvk
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