Approximation Theory and Algorithms for Data Analysis (Texts in Applied Mathematics, 68)

Iske, Armin

ISBN 10: 3030052273 ISBN 13: 9783030052270

Published by Springer, 2019

Language: English

Condition: New Hardcover

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Bibliographic Details

Title: Approximation Theory and Algorithms for Data Analysis (Texts in Applied Mathematics, 68)
Publisher: Springer
Publication Date: 2019
Language: English
ISBN 10: 3030052273
ISBN 13: 9783030052270
Binding: Hardcover
Condition: New

About this title

Synopsis

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

*...

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