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Numerical Analysis: A Graduate Course
Engelsk
Bogcover for Numerical Analysis: A Graduate Course af David E. Stewart, 9783031081200
Specifikationer
Sprog:
Engelsk
Sider:
632
ISBN-13:
9783031081200
Indbinding:
Hardback
ISBN-10:
303108120X
Kategori:
Udg. Dato:
2 dec 2022
Størrelse i cm:
24,5 x 16,5 x 11,6
Oplagsdato:
2 dec 2022
Forfatter(e):

Numerical Analysis: A Graduate Course

Engelsk
Hardback 2022
Format:

Bog beskrivelse

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. 

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Specifikationer
Sprog:
Engelsk
Sider:
632
ISBN-13:
9783031081200
Indbinding:
Hardback
ISBN-10:
303108120X
Kategori:
Udg. Dato:
2 dec 2022
Størrelse i cm:
24,5 x 16,5 x 11,6
Oplagsdato:
2 dec 2022
Forfatter(e):
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