Numerical linear algebra (Record no. 72773)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02549nam a2200397 a 4500 |
| 001 - CONTROL NUMBER | |
| control field | 00011926 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200723s2020 si ob 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789811223907 |
| -- | (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | (hbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | (pbk.) |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 518.43 |
| 100 1# - AUTHOR NAME | |
| Author | Layton, W. J. |
| 245 10 - TITLE STATEMENT | |
| Title | Numerical linear algebra |
| Sub Title | yc William Layton, Mike Myron Sussman. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Singapore : |
| Publisher | World Scientific, |
| Year of publication | 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource (x, 263 p.) |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "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"--Publisher's website. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Introduction -- Linear systems and finite precision arithmetic -- Gaussian elimination -- Norms and error analysis -- The MPP and the curse of dimensionality -- Iterative methods -- Solving Ax = b by optimization -- The conjugate gradient method -- Eigenvalue problems. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Sussman, Mike Myron. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://www.worldscientific.com/worldscibooks/10.1142/11926#t=toc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Algebras, Linear. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Numerical analysis. |
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