Numerical Analysis: A Graduate Course
Produktnummer:
18142f405d642e4e8c8a8c2bdd3186228c
| Autor: | Stewart, David E. |
|---|---|
| Themengebiete: | approximation theory numerical analysis numerical differential equations numerical linear algebra numerical optimization scientific computing solution of equations |
| Veröffentlichungsdatum: | 02.12.2022 |
| EAN: | 9783031081200 |
| Sprache: | Englisch |
| Seitenzahl: | 632 |
| Produktart: | Gebunden |
| Verlag: | Springer International Publishing |
Produktinformationen "Numerical Analysis: A Graduate Course"
This book aims to introduce graduate students to the many applications of numerical computation, explaining in detail both how and why the included methods work in practice. The text addresses numerical analysis as a middle ground between practice and theory, addressing both the abstract mathematical analysis and applied computation and programming models instrumental to the field. While the text uses pseudocode, Matlab and Julia codes are available online for students to use, and to demonstrate implementation techniques. The textbook also emphasizes multivariate problems alongside single-variable problems and deals with topics in randomness, including stochastic differential equations and randomized algorithms, and topics in optimization and approximation relevant to machine learning. Ultimately, it seeks to clarify issues in numerical analysis in the context of applications, and presenting accessible methods to students in mathematics and data science.
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen