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This article is cited in 8 scientific papers (total in 8 papers)
Some problems in the theory of ridge functions
S. V. Konyagina, A. A. Kuleshovb, V. E. Maiorovc a Steklov Mathematical Institute of Russian Academy of Sciences, ul. Gubkina 8, Moscow, 119991 Russia
b Laboratory "Multidimensional Approximation and Applications", Lomonosov Moscow State University, Moscow, 119991 Russia
c Technion – Israel Institute of Technology, Haifa 32000 Israel
Abstract:
Let $d\ge2$ and $E\subset\mathbb R^d$ be a set. A ridge function on $E$ is a function of the form $\varphi(\mathbf a\cdot\mathbf x)$, where $\mathbf x=(x_1,\dots,x_d)\in E$, $\mathbf a=(a_1,\dots,a_d)\in\mathbb R^d\setminus\{\mathbf0\}$, $\mathbf a\cdot\mathbf x=\sum_{j=1}^da_jx_j$, and $\varphi$ is a real-valued function. Ridge functions play an important role both in approximation theory and mathematical physics and in the solution of applied problems. The present paper is of survey character. It addresses the problems of representation and approximation of multidimensional functions by finite sums of ridge functions. Analogs and generalizations of ridge functions are also considered.
Received: December 27, 2017
Citation:
S. V. Konyagin, A. A. Kuleshov, V. E. Maiorov, “Some problems in the theory of ridge functions”, Complex analysis, mathematical physics, and applications, Collected papers, Trudy Mat. Inst. Steklova, 301, MAIK Nauka/Interperiodica, Moscow, 2018, 155–181; Proc. Steklov Inst. Math., 301 (2018), 144–169
Linking options:
https://www.mathnet.ru/eng/tm3913https://doi.org/10.1134/S0371968518020127 https://www.mathnet.ru/eng/tm/v301/p155
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