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  2. Regning og matematisk analyse
  3. Numerisk analyse

Introduction to Scientific Computing and Data Analysis

Af: Mark H. Holmes Engelsk Hardback

Introduction to Scientific Computing and Data Analysis

Af: Mark H. Holmes Engelsk Hardback
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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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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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Produktdetaljer
Sprog: Engelsk
Sider: 554
ISBN-13: 9783031224294
Indbinding: Hardback
Udgave:
ISBN-10: 3031224299
Kategori: Numerisk analyse
Udg. Dato: 12 jul 2023
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer International Publishing AG
Oplagsdato: 12 jul 2023
Forfatter(e): Mark H. Holmes
Forfatter(e) Mark H. Holmes

Kategori Numerisk analyse

ISBN-13 9783031224294

Sprog Engelsk

Indbinding Hardback

Sider 554

Udgave

Længde 0mm

Bredde 155mm

Højde 235mm

Udg. Dato 12 jul 2023

Oplagsdato 12 jul 2023

Forlag Springer International Publishing AG

Kategori sammenhænge