عنوان
پدید آورنده
موضوع
رده
QA184.2 .W46 2018
QA184
.
2
.
W46
2018
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9781107147133
NATIONAL BIBLIOGRAPHY NUMBER
Number
E3638
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Numerical linear algebra
Other Title Information
an introduction
First Statement of Responsibility
Holger Wendland
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cambridge
Name of Publisher, Distributor, etc.
Cambridge University Press
Date of Publication, Distribution, etc.
2018
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
x, 408 pages
Other Physical Details
ill.
SERIES
Series Title
(Cambridge texts in applied mathematics)
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages 395-402) and index
CONTENTS NOTE
Text of Note
Introduction -- Error, stability and conditioning -- Direct methods for solving linear systems -- Iterative methods for solving linear systems -- Calculations of eigenvalues -- Methods for large sparse systems -- Methods for large dense systems -- Preconditioning -- Compressed sensing
0
SUMMARY OR ABSTRACT
Text of Note
This self-contained introduction to numerical linear algebra provides a comprehensive, yet concise, overview of the subject. It includes standard material such as direct methods for solving linear systems and least-squares problems, error, stability and conditioning, basic iterative methods and the calculation of eigenvalues. Later chapters cover more advanced material, such as Krylov subspace methods, multigrid methods, domain decomposition methods, multipole expansions, hierarchical matrices and compressed sensing. The book provides rigorous mathematical proofs throughout, and gives algorithms in general-purpose language-independent form. Requiring only a solid knowledge in linear algebra and basic analysis, this book will be useful for applied mathematicians, engineers, computer scientists, and all those interested in efficiently solving linear problems
TOPICAL NAME USED AS SUBJECT
Entry Element
Algebras, Linear
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA184
.
2
Book number
.
W46
2018
PERSONAL NAME - PRIMARY RESPONSIBILITY
Wendland, Holger, 1968-
ORIGINATING SOURCE
Country
Iran
Agency
University of Tehran. Library of College of Science
ELECTRONIC LOCATION AND ACCESS
Date and Hour of Consultation and Access
UT_SCI_BL_DB_1003899_0001.pdf
e
BL
278840
a
Y
