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Numerical Linear Algebra: Theory and Applications

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Cover of 'Numerical Linear Algebra: Theory and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 Preliminaries
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    Chapter 2 Vector Spaces
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    Chapter 3 Inner Product Spaces
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    Chapter 4 Linear Operators
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    Chapter 5 Canonical Forms and Factorizations
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    Chapter 6 Vector and Matrix Norms
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    Chapter 7 Elements of Perturbation Theory
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    Chapter 8 Solving Systems of Linear Equations
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    Chapter 9 Numerical Solution of Linear Least Squares Problems
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    Chapter 10 Algorithms for the Nonsymmetric Eigenvalue Problem
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    Chapter 11 Algorithms for Solution of Symmetric Eigenvalue Problems
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    Chapter 12 Introduction to Iterative Methods for the Solution of Linear Systems
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    Chapter 13 Erratum to: Numerical Linear Algebra: Theory and Applications
Attention for Chapter 9: Numerical Solution of Linear Least Squares Problems
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