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Numerical Analysis: A Graduate Course

Name: Numerical Analysis: A Graduate Course
Brand: Springer, Berlin
SKU: 44484648
Price: 63.72 EUR
Availability: InStock
Author: David E. Stewart
ISBN: 9783031081231

David E. Stewart

Língua

Inglês

Livro Capa mole

Código Libristo: 44484648

Editoras Springer, Berlin, dezembro 2023

This book aims to introduce graduate students to the many applications of numerical computation, exp... Descrição completa

Código Libristo: 44484648

155 b

63.72 €

Armazenamento externo Envio em 8-11 dias

Até 30 dias para devoluções

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This book aims to introduce graduate students to the many applications of numerical computation, explaining in detail both how and why the included methods work in practice. The text addresses numerical analysis as a middle ground between practice and theory, addressing both the abstract mathematical analysis and applied computation and programming models instrumental to the field. While the text uses pseudocode, Matlab and Julia codes are available online for students to use, and to demonstrate implementation techniques. The textbook also emphasizes multivariate problems alongside single-variable problems and deals with topics in randomness, including stochastic differential equations and randomized algorithms, and topics in optimization and approximation relevant to machine learning. Ultimately, it seeks to clarify issues in numerical analysis in the context of applications, and presenting accessible methods to students in mathematics and data science.