Approximation Theory and Algorithms for Data Analysis

by Armin Iske

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...

• Format: Hardcover
• Language: English
• ISBN: 3030052273
• ISBN13: 9783030052270
• Release Date: January 2019
• Publisher: Springer
• Length: 358 Pages
• Weight: 1.53 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"