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Introduction to Scientific Computing and Data Analysis - Mark H. Holmes

englanti
2023-07-12
105,17 € 140,23 €

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Toimitus 17-23 arkipäivässä

30 päivän palautusoikeus

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 t ... Täydellinen kuvaus

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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.

Lisätietoja

Kirjoittaja Mark H. Holmes
Julkaisija Springer International Publishing
Series Texts in Computational Science and Engineering
Julkaisuvuosi 2023
Kannen tyyppi Kovakantinen
EAN 9783031224294
Kirjoita oma arvostelusi
Arvostelet: Introduction to Scientific Computing and Data Analysis
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105,17 € 140,23 €