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Introduction to Scientific Computing and Data Analysis

Name: Introduction to Scientific Computing and Data Analysis
Brand: Springer International Publishing AG
SKU: 20118519
Price: 54.29 EUR
Availability: InStock
Author: Mark H. Holmes
ISBN: 9783319807621

Mark H. Holmes

Lingua

Inglese

Libro In brossura

Codice Libristo: 20118519

Casa editrice Springer International Publishing AG, maggio 2018

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

Codice Libristo: 20118519

133 b

54.29 €

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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.