Introduction to scientific computing and data analysis /
Saved in:
| Author / Creator: | Holmes, Mark H., author. |
|---|---|
| Imprint: | Switzerland : Springer, 2016. |
| Description: | 1 online resource (xiv, 497 pages) : illustrations (some color) |
| Language: | English |
| Series: | Texts in computational science and engineering, 1611-0994 ; 13 Texts in computational science and engineering ; 13. |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11263678 |
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| 100 | 1 | |a Holmes, Mark H., |e author. |0 http://id.loc.gov/authorities/names/n83306082 | |
| 245 | 1 | 0 | |a Introduction to scientific computing and data analysis / |c Mark H. Holmes. |
| 264 | 1 | |a Switzerland : |b Springer, |c 2016. | |
| 300 | |a 1 online resource (xiv, 497 pages) : |b illustrations (some color) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Texts in computational science and engineering, |x 1611-0994 ; |v 13 | |
| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Online resource; title from PDF title page (SpringerLink, viewed June 14, 2016). | |
| 505 | 0 | |a Introduction to Scientific Computing -- Solving a Nonlinear Equation -- Matrix Equations -- Eigenvalue Problems -- Interpolation -- Numerical Integration -- Initial Value Problems -- Optimization -- Data Analysis -- Appendices. | |
| 520 | |a "This 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 optimisation 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."-- |c Provided by publisher. | ||
| 650 | 0 | |a Science |x Data processing. |0 http://id.loc.gov/authorities/subjects/sh85118562 | |
| 650 | 0 | |a Quantitative research. |0 http://id.loc.gov/authorities/subjects/sh2007000909 | |
| 650 | 7 | |a Optimization. |2 bicssc | |
| 650 | 7 | |a Differential calculus & equations. |2 bicssc | |
| 650 | 7 | |a Maths for scientists. |2 bicssc | |
| 650 | 7 | |a Mathematics |x Applied. |2 bisacsh | |
| 650 | 7 | |a Mathematics |x Differential Equations. |2 bisacsh | |
| 650 | 7 | |a Computers |x Computer Science. |2 bisacsh | |
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| 650 | 7 | |a Science |x Data processing. |2 fast |0 (OCoLC)fst01108207 | |
| 655 | 0 | |a Electronic books. | |
| 655 | 4 | |a Electronic books. | |
| 776 | 0 | 8 | |i Print version: |a Holmes, Mark H. |t Introduction to scientific computing and data analysis. |d Switzerland : Springer, 2016 |z 9783319302546 |z 331930254X |w (OCoLC)936011266 |
| 830 | 0 | |a Texts in computational science and engineering ; |v 13. |x 1611-0994 |0 http://id.loc.gov/authorities/names/n2003004251 | |
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| 928 | |t Library of Congress classification |a Q183.9 |l Online |c UC-FullText |u https://link.springer.com/10.1007/978-3-319-30256-0 |z Springer Nature |g ebooks |i 12537912 | ||