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
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
Copyright