Introduction to Scientific Computing and Data Analysis

Name: Introduction to Scientific Computing and Data Analysis
Brand: Springer, Berlin
SKU: 9783031224294
Price: 87.69 EUR
Availability: InStock

Автор: Mark H. Holmes

Език:

Корици: С твърди корици

Издател: Springer, Berlin

Наличност: Външен склад

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87.69 € 171.51 лв

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

Информация за книгата

Автор

Mark H. Holmes

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2023

страници

494

EAN

9783031224294

Enbook ID

42074867

Издател

Springer, Berlin

Теглоt

1120

Размери

155 x 235

Пълно описание

This textbook provides an 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 codes used for most of the computational examples in the text are available on GitHub. This new edition includes material necessary for an upper division course in computational linear algebra.

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