| 000 | 02636nam a22004455i 4500 | ||
|---|---|---|---|
| 999 |
_c4328 _d4328 |
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| 001 | 978-3-319-30256-0 | ||
| 003 | DE-He213 | ||
| 005 | 20200211072737.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 160530s2016 gw | s |||| 0|eng d | ||
| 020 | _a9783319302560 | ||
| 024 | 7 |
_a10.1007/978-3-319-30256-0 _2doi |
|
| 040 | _acongress library | ||
| 050 | 4 | _aQA71-90 | |
| 072 | 7 |
_aPDE _2bicssc |
|
| 072 | 7 |
_aCOM014000 _2bisacsh |
|
| 072 | 7 |
_aPDE _2thema |
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| 082 | 0 | 4 |
_a004 _223 |
| 100 | 1 |
_aHolmes, Mark H. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
| 245 | 1 | 0 |
_aIntroduction to Scientific Computing and Data Analysis _h[electronic resource] / _cby Mark H. Holmes. |
| 300 |
_aXIV, 497 p. 177 illus., 138 illus. in color. _bonline resource. |
||
| 490 | 1 |
_aTexts in Computational Science and Engineering, _x1611-0994 ; _v13 |
|
| 505 | 0 | _aIntroduction to Scientific Computing -- Solving a Nonlinear Equation -- Matrix Equations -- Eigenvalue Problems -- Interpolation -- Numerical Integration -- Initial Value Problems -- Optimization -- Data Analysis -- Appendices. | |
| 520 | _aThis textbook provides and introduction to numerical computing and its applications in science and engineering. The topics covered include those usually found in an introductory course, as well as those that arise in data analysis. This includes optimization and regression based methods using a singular value decomposition. The emphasis is on problem solving, and there are numerous exercises throughout the text concerning applications in engineering and science. The essential role of the mathematical theory underlying the methods is also considered, both for understanding how the method works, as well as how the error in the computation depends on the method being used. The MATLAB codes used to produce most of the figures and data tables in the text are available on the author’s website and SpringerLink. | ||
| 650 | 0 | _aComputer science. | |
| 650 | 0 | _aMathematical optimization. | |
| 650 | 0 | _aDifferential equations, partial. | |
| 650 | 1 | 4 | _aComputational Science and Engineering. |
| 650 | 2 | 4 | _aOptimization. |
| 650 | 2 | 4 | _aPartial Differential Equations. |
| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer eBooks | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319302546 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319302553 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319807621 |
| 830 | 0 |
_aTexts in Computational Science and Engineering, _v13 |
|
| 856 | 4 | 0 |
_uhttps://link.springer.com/book/10.1007/978-3-319-30256-0 _3Full-text here |
| 942 |
_2lcc _cBK |
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