Description: Further DetailsTitle: Numerical Linear Algebra and Matrix FactorizationsCondition: NewEAN: 9783030364700ISBN: 9783030364700Edition: 1st ed. 2020Publisher: Springer Nature Switzerland AGFormat: PaperbackRelease Date: 03/03/2021Description: 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. The book provides detailed proofs of virtually all results.Further, its respective parts can be used independently, making it suitable for self-study. The book 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. Language: EnglishCountry/Region of Manufacture: CHItem Height: 235mmItem Length: 155mmAuthor: Tom LycheGenre: Science Nature & MathBook Series: Texts in Computational Science and EngineeringRelease Year: 2021 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Numerical Linear Algebra and Matrix Factorizations
Title: Numerical Linear Algebra and Matrix Factorizations
EAN: 9783030364700
ISBN: 9783030364700
Edition: 1st ed. 2020
Release Date: 03/03/2021
Release Year: 2021
Country/Region of Manufacture: CH
Item Height: 235mm
Genre: Science Nature & Math
Number of Pages: Xxiii, 371 Pages
Publication Name: Numerical Linear Algebra and Matrix Factorizations
Language: English
Publisher: Springer International Publishing A&G
Subject: Algebra / Linear, Programming / Algorithms, General, Applied
Publication Year: 2021
Item Weight: 21.3 Oz
Type: Textbook
Subject Area: Mathematics, Computers
Item Length: 9.3 in
Author: Tom Lyche
Series: Texts in Computational Science and Engineering Ser.
Item Width: 6.1 in
Format: Trade Paperback
