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Approximation Theory and Algorithms for Data Analysis
Engelsk
Bogcover for Approximation Theory and Algorithms for Data Analysis af Armin Iske, 9783030052270
Specifikationer
Sprog:
Engelsk
Sider:
358
ISBN-13:
9783030052270
Indbinding:
Hardback
ISBN-10:
3030052273
Kategori:
Udg. Dato:
3 jan 2019
Størrelse i cm:
24,2 x 16,6 x 2,2
Oplagsdato:
3 jan 2019
Forfatter(e):

Approximation Theory and Algorithms for Data Analysis

Engelsk
Hardback 2019
Format:

Bog beskrivelse
This textbook offers an accessible introduction to the theory and numerics of approximation methods, combining classical topics of approximation with recent advances in mathematical signal processing, and adopting a constructive approach, in which the development of numerical algorithms for data analysis plays an important role. The following topics are covered:* least-squares approximation and regularization methods* interpolation by algebraic and trigonometric polynomials* basic results on best approximations* Euclidean approximation* Chebyshev approximation* asymptotic concepts: error estimates and convergence rates* signal approximation by Fourier and wavelet methods* kernel-based multivariate approximation* approximation methods in computerized tomographyProviding numerous supporting examples, graphical illustrations, and carefully selected exercises, this textbook is suitable for introductory courses, seminars, and distance learning programs on approximation for undergraduate students.
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Specifikationer
Sprog:
Engelsk
Sider:
358
ISBN-13:
9783030052270
Indbinding:
Hardback
ISBN-10:
3030052273
Kategori:
Udg. Dato:
3 jan 2019
Størrelse i cm:
24,2 x 16,6 x 2,2
Oplagsdato:
3 jan 2019
Forfatter(e):
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