Numerical Linear Algebra and Optimization

Language: English

Published by Society for Industrial and Applied Mathematics,U.S., US, 2021

1611976561 / 9781611976564

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Numerical Linear Algebra and Optimization covers the fundamentals of closely related topics: linear systems (linear equations and least-squares) and linear programming (optimizing a linear function subject to linear constraints). For each problem class, stable and efficient numerical algorithms intended for a finite-precision environment are derived and analyzed. In 1991, when the book first appeared, these topics were rarely taught with a unified perspective, and, somewhat surprisingly, this remains true almost 30 years later. As a result, some of the material in this book can be difficult to find elsewhere-in particular, techniques for updating the LU factorization, descriptions of the simplex method applied to all-inequality form, and the analysis of what happens when using an approximate inverse to solve Ax=b.This book is appropriate for students who want to learn about numerical techniques for solving linear systems and/or linear programming using the simplex method.

Seller Inventory # LU-9781611976564

Title
Numerical Linear Algebra and Optimization
Author
Margaret H. Wright, Philip E. Gill, Walter Murray
Publisher
Society for Industrial and Applied Mathematics,U.S., US
Publication year
2021
Condition
New
Binding
Paperback
Language
English
ISBN 10
1611976561
ISBN 13
9781611976564
Item weight
700 grams

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