Numerical Linear Algebra with Julia - Eric Darve, Mary Wootters

Numerical Linear Algebra with Julia

Buch | Softcover
277 Seiten
2021
Society for Industrial & Applied Mathematics,U.S. (Verlag)
978-1-61197-654-0 (ISBN)
109,95 inkl. MwSt
Provides in-depth coverage of fundamental topics in numerical linear algebra, including how to solve dense and sparse linear systems, compute QR factorizations, compute the eigendecomposition of a matrix, and solve linear systems using iterative methods such as conjugate gradient.
Numerical Linear Algebra with Julia provides in-depth coverage of fundamental topics in numerical linear algebra, including how to solve dense and sparse linear systems, compute QR factorizations, compute the eigendecomposition of a matrix, and solve linear systems using iterative methods such as conjugate gradient. The style is friendly and approachable and cartoon characters guide the way.

Inside this book, readers will find

detailed descriptions of algorithms,
implementations in Julia that illustrate concepts and allow readers to explore methods on their own, and
illustrations and graphics that emphasize core concepts and demonstrate algorithms.


Numerical Linear Algebra with Julia is a textbook for undergraduate and graduate students. It is appropriate for the following courses: Advanced Numerical Analysis, Special Topics on Numerical Analysis, Topics on Data Science, Topics on Numerical Optimization, and Topics on Approximation Theory.

The book may also serve as a reference for researchers in various fields such as computational engineering, statistics, data-science, and machine learning, who depend on numerical solvers in linear algebra.
Erscheinungsdatum
Reihe/Serie Other Titles in Applied Mathematics
Verlagsort New York
Sprache englisch
Gewicht 874 g
Themenwelt Mathematik / Informatik Mathematik Analysis
Mathematik / Informatik Mathematik Angewandte Mathematik
ISBN-10 1-61197-654-5 / 1611976545
ISBN-13 978-1-61197-654-0 / 9781611976540
Zustand Neuware
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