Numerical Linear Algebra with Julia [1 ed.] 1611976553, 9781611976557

Numerical Linear Algebra with Julia provides in-depth coverage of fundamental topics in numerical linear algebra, includ

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English Pages 420 [421] Year 2021

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Table of contents :
Getting started with Julia
1

Linear algebra bootcamp
7

Linear systems and the basics of floatingpoint arithmetic
65

OR factorization
121

Eigenvalues and eigenvectors
149

Eigenvalue computation for sparse matrices
213

Classical iterations to solve linear systems
235

Krylov methods to solve linear systems
265

A taste of direct methods to solve sparse linear systems
327

Julia essentials
363

Bibliography
395

Index
403

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Numerical Linear Algebra with Julia [1 ed.]
 1611976553, 9781611976557

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