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On the representability of a continuous multivariate function by sums of ridge functions.

Authors :
Aliev, Rashid A.
Isgandarli, Fidan M.
Source :
Journal of Approximation Theory. Dec2024, Vol. 304, pN.PAG-N.PAG. 1p.
Publication Year :
2024

Abstract

In this paper, new conditions are found for the representability of a continuous multivariate function as a sum of ridge functions. Using these conditions, we give a new proof for the earlier theorem solving the problem, posed by A.Pinkus in his monograph "Ridge Functions", up to a multivariate polynomial. That is, we show that if a continuous multivariate function has a representation as a sum of arbitrarily behaved ridge functions, then it can be represented as a sum of continuous ridge functions and some multivariate polynomial. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00219045
Volume :
304
Database :
Academic Search Index
Journal :
Journal of Approximation Theory
Publication Type :
Academic Journal
Accession number :
180390858
Full Text :
https://doi.org/10.1016/j.jat.2024.106105