Description: Numerical Linear Algebra and Matrix Factorizations, Hardcover by Lyche, Tom, ISBN 3030364674, ISBN-13 9783030364670, Brand New, Free shipping in the US
After reading this book, students should be able to analyze computational problems in linear algebra such as linear systems, least squares- and eigenvalue problems, and to develop their own algorithms for solving them.
Since these problems can be large and difficult to handle, much can be gained by understanding and taking advantage of special structures. This in turn requires a good grasp of basic numerical linear algebra and matrix factorizations. Factoring a matrix into a product of simpler matrices is a crucial tool in numerical linear algebra, because it allows us to tackle complex problems by solving a sequence of easier ones.The main characteristics of this book are as follows:
It is self-contained, only assuming that readers have completed first-year calculus and an introductory course on linear algebra, and that they have some experience with solving mathematical problems on a computer. Th provides detailed proofs of virtually all results. Further, its respective parts can be used independently, making it suitable for self-study.
Th consists of 15 chapters, divided into five thematically oriented parts. The chapters are designed for a one-week-per-chapter, one-semester course. To facilitate self-study, an introductory chapter includes a brief review of linear algebra.
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Book Title: Numerical Linear Algebra and Matrix Factorizations
Number of Pages: Xxiii, 371 Pages
Publication Name: Numerical Linear Algebra and Matrix Factorizations
Language: English
Publisher: Springer International Publishing A&G
Publication Year: 2020
Subject: Algebra / Linear, Programming / Algorithms, Applied
Type: Textbook
Item Weight: 26.7 Oz
Subject Area: Mathematics, Computers
Author: Tom Lyche
Item Length: 9.3 in
Series: Texts in Computational Science and Engineering Ser.
Item Width: 6.1 in
Format: Hardcover
