| 000 | 02549nam a2200397 a 4500 | ||
|---|---|---|---|
| 001 | 00011926 | ||
| 003 | WSP | ||
| 007 | cr cnu|||unuuu | ||
| 008 | 200723s2020 si ob 001 0 eng | ||
| 040 |
_a WSPC _b eng _c WSPC |
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| 010 | _z 2020025413 | ||
| 020 |
_a9789811223907 _q(ebook) |
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| 020 |
_z9789811223891 _q(hbk.) |
||
| 020 |
_z9789811224843 _q(pbk.) |
||
| 050 | 0 | 4 |
_aQA184.2 _b.L395 2020 |
| 072 | 7 |
_aMAT _x041000 _2bisacsh |
|
| 072 | 7 |
_aMAT _x007020 _2bisacsh |
|
| 072 | 7 |
_aMAT _x007000 _2bisacsh |
|
| 082 | 0 | 4 |
_a518.43 _223 |
| 100 | 1 |
_aLayton, W. J. _q(William J.) _921207 |
|
| 245 | 1 | 0 |
_aNumerical linear algebra _h[electronic resource] / _byc William Layton, Mike Myron Sussman. |
| 260 |
_aSingapore : _bWorld Scientific, _c2020. |
||
| 300 | _a1 online resource (x, 263 p.) | ||
| 546 | _aTranslated from French. | ||
| 538 | _aMode of access: World Wide Web. | ||
| 538 | _aSystem requirements: Adobe Acrobat Reader. | ||
| 504 | _aIncludes bibliographical references and index. | ||
| 520 | _a"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 | _aIntroduction -- 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. | |
| 650 | 0 |
_aAlgebras, Linear. _94004 |
|
| 650 | 0 |
_aNumerical analysis. _94603 |
|
| 655 | 0 |
_aElectronic books. _93294 |
|
| 700 | 1 |
_aSussman, Mike Myron. _921208 |
|
| 856 | 4 | 0 |
_uhttps://www.worldscientific.com/worldscibooks/10.1142/11926#t=toc _zAccess to full text is restricted to subscribers. |
| 942 | _cEBK | ||
| 999 |
_c72773 _d72773 |
||