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Fitting Smooth Functions to Data

Fitting Smooth Functions to Data - CBMS Regional Conference Series in Mathematics

Paperback (30 Jan 2021)

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Publisher's Synopsis

This book is an introductory text that charts the recent developments in the area of Whitney-type extension problems and the mathematical aspects of interpolation of data. It provides a detailed tour of a new and active area of mathematical research. In each section, the authors focus on a different key insight in the theory. The book motivates the more technical aspects of the theory through a set of illustrative examples. The results include the solution of Whitney's problem, an efficient algorithm for a finite version, and analogues for Hölder and Sobolev spaces in place of C m .

The target audience consists of graduate students and junior faculty in mathematics and computer science who are familiar with point set topology, as well as measure and integration theory. The book is based on lectures presented at the CBMS regional workshop held at the University of Texas at Austin in the summer of 2019.

Book information

ISBN: 9781470461300
Publisher: American Mathematical Society
Imprint: American Mathematical Society
Pub date:
DEWEY: 515.9
DEWEY edition: 23
Language: English
Number of pages: 160
Weight: 322g
Height: 177mm
Width: 256mm
Spine width: 16mm