Ridge functions / Allan Pinkus.
Ridge functions are a rich class of simple multivariate functions which have found applications in a variety of areas. These include partial differential equations (where they are sometimes termed 'plane waves'), computerised tomography, projection pursuit in the analysis of large multivariate data...
Uniform Title: | Cambridge tracts in mathematics ;
205. |
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Main Author: | |
Language: | English |
Published: |
Cambridge :
Cambridge University Press,
2015.
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Series: | Cambridge tracts in mathematics ;
205. |
Subjects: | |
Online Access: | |
Physical Description: | 1 online resource (x, 207 pages) : digital, PDF file(s). |
Format: | Electronic eBook |
Contents:
- Introduction
- Smoothness
- Uniqueness
- Indentifying functions and directions
- Polynomial ridge functions
- Density and representation
- Closure
- Existence and characterization of best approximations
- Approximation algorithms
- Integral representations
- Interpolation at points
- Interpolation on lines.