Notes on Numerical Linear Algebra

Small book cover: Notes on Numerical Linear Algebra

Notes on Numerical Linear Algebra

Number of pages: 72

Tutorial describing many of the standard numerical methods used in Linear Algebra. Topics include Gaussian Elimination, LU and QR Factorizations, The Singular Value Decomposition, Eigenvalues and Eigenvectors via the QR Method with Shifts or the Divide-and-Conquer Method, and the Conjugate Gradient and Lanczos Iterative Methods.

Home page url

Download or read it online for free here:
Download link
(370KB, PDF)

Similar books

Book cover: Super Linear AlgebraSuper Linear Algebra
by - InfoQuest
In this book, the authors introduce the notion of Super linear algebra and super vector spaces using the definition of super matrices defined by Horst (1963). This book expects the readers to be well-versed in linear algebra.
Book cover: Applied and Computational Linear Algebra: A First CourseApplied and Computational Linear Algebra: A First Course
by - University of Massachusetts Lowell
This book is a text for a graduate course that focuses on applications of linear algebra and on the algorithms used to solve the problems that arise in those applications. Tthe particular nature of the applications will prompt us to seek algorithms.
Book cover: n-Linear Algebra of Type I and Its Applicationsn-Linear Algebra of Type I and Its Applications
by - InfoLearnQuest
n-Linear Algebra of type I introduced in this book finds applications in Markov chains and Leontief economic models. Scientists and engineers can adopt this concept in fuzzy finite element analysis of mechanical structures with uncertain parameters.
Book cover: Linear Algebra, Infinite Dimensions, and MapleLinear Algebra, Infinite Dimensions, and Maple
by - Georgia Tech
These notes are about linear operators on Hilbert Spaces. The text is an attempt to provide a way to understand the ideas without the students already having the mathematical maturity that a good undergraduate analysis course could provide.