Fitting Smooth Functions to Data

Author:   Charles Fefferman ,  Arie Israel ,  Conference Board Of The Mathematical Sciences
Publisher:   American Mathematical Society
ISBN:  

9781470461300


Pages:   160
Publication Date:   30 January 2021
Format:   Paperback
Availability:   In Print   Availability explained
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Fitting Smooth Functions to Data


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Overview

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.

Full Product Details

Author:   Charles Fefferman ,  Arie Israel ,  Conference Board Of The Mathematical Sciences
Publisher:   American Mathematical Society
Imprint:   American Mathematical Society
Weight:   0.315kg
ISBN:  

9781470461300


ISBN 10:   1470461307
Pages:   160
Publication Date:   30 January 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Overview Whitney's Extension Theorem $C^m$ Interpolation for Finite Data The Classical Whitney Extension Problem Extension and Interpolation in Sobolev Spaces Vector-Valued Functions Open Problems Bibliography Index.

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Charles Fefferman, Princeton University, NJ, and Arie Israel, University of Texas at Austin, TX

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