Numerical Linear Algebra / (Record no. 40635)
[ view plain ]
000 -LEADER | |
---|---|
fixed length control field | 01977nam a22002297a 4500 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | CUTN |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20231202151451.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 231202b |||||||| |||| 00| 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9780000990402 |
041 ## - LANGUAGE CODE | |
Language | English |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Edition number | 23 |
Classification number | 518.43 |
Item number | LAY |
100 l# - MAIN ENTRY--PERSONAL NAME | |
Personal name | Layton, William |
245 ## - TITLE STATEMENT | |
Title | Numerical Linear Algebra / |
Statement of responsibility, etc | William Layton & Mike Myron Sussman |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication, distribution, etc | Singapore : |
Name of publisher, distributor, etc | World Scientific, |
Date of publication, distribution, etc | 2021. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | x, 263 pages : |
Other physical details | illustrations ; |
Dimensions | 23 cm. |
500 ## - GENERAL NOTE | |
General note | "Many students come to numerical linear algebra from science and engineering seeking modern tools and an understanding of how the tools work and their limitations. Often their backgrounds and experience are extensive in applications of numerical methods but limited in abstract mathematics and matrix theory. Often enough it is limited to multivariable calculus, basic differential equations and methods of applied mathematics. This book introduces modern tools of numerical linear algebra based on this background, heavy in applied analysis but light in matrix canonical forms and their algebraic properties. Each topic is presented as algorithmic ideas and through a foundation based on mostly applied analysis. By picking a path through the book appropriate for the level, it has been used for both senior level undergraduates and beginning graduate classes with students from diverse fields and backgrounds"-- Provided by publisher<br/> |
505 ## - FORMATTED CONTENTS NOTE | |
Contents | TABLE OF CONTENTS |
Title | <br/>Introduction<br/>Linear systems and finite precision arithmetic<br/>Gaussian elimination<br/>Norms and error analysis<br/>The MPP and the curse of dimensionality<br/>Iterative methods<br/>Solving Ax = b by optimization<br/>The conjugate gradient method<br/>Elgenvalue problems<br/>Appendix A; An omitted proof<br/>Appendix B: Tutorial on basic MATHLAB programming |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Algebras, Linear Algèbre linéaire Analyse numérique Numerical analysis |
690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
Department Name | MATHEMATICS |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Sussman, Mike Myron |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | Dewey Decimal Classification |
Koha item type | General Books |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Location | Shelving location | Date of Cataloging | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Dewey Decimal Classification | Non-fiction | CUTN Central Library | CUTN Central Library | Sciences | 02/12/2023 | 518.43 LAY | 48031 | 02/12/2023 | 02/12/2023 | General Books |