Introduction to Scientific Computing and Data Analysis

Name: Introduction to Scientific Computing and Data Analysis
Brand: Springer International Publishing AG
SKU: 9783319807621
Price: 1425 CZK
Availability: InStock

Autor: Mark H. Holmes

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele v malém množství

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This textbook provides and introduction to numerical computing and its applications in science and e...

Informace o knize

Autor

Mark H. Holmes

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2018

Stránek

497

EAN

9783319807621

Enbook ID

20118519

Vydavatel

Springer International Publishing AG

Hmotnost

8596

Rozměry

155 x 235 x 19

Kompletní popis

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 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.

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Introduction to Scientific Computing and Data Analysis

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