Scientific computation:
Using real-life applications, this graduate-level textbook introduces different mathematical methods of scientific computation to solve minimization problems using examples ranging from locating an aircraft, finding the best time to replace a computer, analyzing developments on the stock market, and...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2009
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 Volltext |
| Zusammenfassung: | Using real-life applications, this graduate-level textbook introduces different mathematical methods of scientific computation to solve minimization problems using examples ranging from locating an aircraft, finding the best time to replace a computer, analyzing developments on the stock market, and constructing phylogenetic trees. The textbook focuses on several methods, including nonlinear least squares with confidence analysis, singular value decomposition, best basis, dynamic programming, linear programming, and various optimization procedures. Each chapter solves several realistic problems, introducing the modelling optimization techniques and simulation as required. This allows readers to see how the methods are put to use, making it easier to grasp the basic ideas. There are also worked examples, practical notes, and background materials to help the reader understand the topics covered. Interactive exercises are available at www.cambridge.org/9780521849890 |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Beschreibung: | 1 online resource (xii, 236 pages) |
| ISBN: | 9780511815027 |
| DOI: | 10.1017/CBO9780511815027 |
Internformat
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| 505 | 8 | |a 1. Determination of the accurate location of an aircraft -- 2. When to replace equipment -- 3. SSP using LS and SVD -- 4. SSP using least squares and best basis -- 5. SSP learning methods (nearest neighbours) -- 6. SSP with linear programming (LP) -- 7. Stock market prediction -- 8. Phylogenetic tree construction -- Appendixes -- Index | |
| 520 | |a Using real-life applications, this graduate-level textbook introduces different mathematical methods of scientific computation to solve minimization problems using examples ranging from locating an aircraft, finding the best time to replace a computer, analyzing developments on the stock market, and constructing phylogenetic trees. The textbook focuses on several methods, including nonlinear least squares with confidence analysis, singular value decomposition, best basis, dynamic programming, linear programming, and various optimization procedures. Each chapter solves several realistic problems, introducing the modelling optimization techniques and simulation as required. This allows readers to see how the methods are put to use, making it easier to grasp the basic ideas. There are also worked examples, practical notes, and background materials to help the reader understand the topics covered. Interactive exercises are available at www.cambridge.org/9780521849890 | ||
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Datensatz im Suchindex
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| author | Gonnet, G. H. |
| author_facet | Gonnet, G. H. |
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| contents | 1. Determination of the accurate location of an aircraft -- 2. When to replace equipment -- 3. SSP using LS and SVD -- 4. SSP using least squares and best basis -- 5. SSP learning methods (nearest neighbours) -- 6. SSP with linear programming (LP) -- 7. Stock market prediction -- 8. Phylogenetic tree construction -- Appendixes -- Index |
| ctrlnum | (ZDB-20-CBO)CR9780511815027 (OCoLC)838264304 (DE-599)BVBBV043943799 |
| dewey-full | 501/.51 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 501 - Philosophy and theory |
| dewey-raw | 501/.51 |
| dewey-search | 501/.51 |
| dewey-sort | 3501 251 |
| dewey-tens | 500 - Natural sciences and mathematics |
| discipline | Allgemeine Naturwissenschaft |
| doi_str_mv | 10.1017/CBO9780511815027 |
| format | Electronic eBook |
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| isbn | 9780511815027 |
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| spelling | Gonnet, G. H. Verfasser aut Scientific computation Gaston H. Gonnet, Ralf Scholl Cambridge Cambridge University Press 2009 1 online resource (xii, 236 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) 1. Determination of the accurate location of an aircraft -- 2. When to replace equipment -- 3. SSP using LS and SVD -- 4. SSP using least squares and best basis -- 5. SSP learning methods (nearest neighbours) -- 6. SSP with linear programming (LP) -- 7. Stock market prediction -- 8. Phylogenetic tree construction -- Appendixes -- Index Using real-life applications, this graduate-level textbook introduces different mathematical methods of scientific computation to solve minimization problems using examples ranging from locating an aircraft, finding the best time to replace a computer, analyzing developments on the stock market, and constructing phylogenetic trees. The textbook focuses on several methods, including nonlinear least squares with confidence analysis, singular value decomposition, best basis, dynamic programming, linear programming, and various optimization procedures. Each chapter solves several realistic problems, introducing the modelling optimization techniques and simulation as required. This allows readers to see how the methods are put to use, making it easier to grasp the basic ideas. There are also worked examples, practical notes, and background materials to help the reader understand the topics covered. Interactive exercises are available at www.cambridge.org/9780521849890 Datenverarbeitung Informatik Mathematik Naturwissenschaft Computer science / Mathematics Science / Data processing Data structures (Computer science) Bioinformatics Optimierung (DE-588)4043664-0 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Optimierung (DE-588)4043664-0 s 2\p DE-604 Scholl, Ralf Sonstige oth Erscheint auch als Druckausgabe 978-0-521-84989-0 https://doi.org/10.1017/CBO9780511815027 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Gonnet, G. H. Scientific computation 1. Determination of the accurate location of an aircraft -- 2. When to replace equipment -- 3. SSP using LS and SVD -- 4. SSP using least squares and best basis -- 5. SSP learning methods (nearest neighbours) -- 6. SSP with linear programming (LP) -- 7. Stock market prediction -- 8. Phylogenetic tree construction -- Appendixes -- Index Datenverarbeitung Informatik Mathematik Naturwissenschaft Computer science / Mathematics Science / Data processing Data structures (Computer science) Bioinformatics Optimierung (DE-588)4043664-0 gnd |
| subject_GND | (DE-588)4043664-0 (DE-588)4123623-3 |
| title | Scientific computation |
| title_auth | Scientific computation |
| title_exact_search | Scientific computation |
| title_full | Scientific computation Gaston H. Gonnet, Ralf Scholl |
| title_fullStr | Scientific computation Gaston H. Gonnet, Ralf Scholl |
| title_full_unstemmed | Scientific computation Gaston H. Gonnet, Ralf Scholl |
| title_short | Scientific computation |
| title_sort | scientific computation |
| topic | Datenverarbeitung Informatik Mathematik Naturwissenschaft Computer science / Mathematics Science / Data processing Data structures (Computer science) Bioinformatics Optimierung (DE-588)4043664-0 gnd |
| topic_facet | Datenverarbeitung Informatik Mathematik Naturwissenschaft Computer science / Mathematics Science / Data processing Data structures (Computer science) Bioinformatics Optimierung Lehrbuch |
| url | https://doi.org/10.1017/CBO9780511815027 |
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