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相关论文: Local approximation operators on box meshes

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Existing works on "black-box" model interpretation use local-linear approximations to explain the predictions made for each data instance in terms of the importance assigned to the different features for arriving at the prediction. These…

机器学习 · 计算机科学 2019-08-28 Kartik Ahuja , William Zame , Mihaela van der Schaar

We give the symmetric version of five lemmas which are essential for the theory of tensor products (and norms). These are: the approximation, extension, embedding, density and local technique lemmas. Some application of these tools to the…

泛函分析 · 数学 2012-01-18 Daniel Carando , Daniel Galicer

The convergence rates on polynomial interpolation in most cases are estimated by Lebesgue constants. These estimates may be overestimated for some special points of sets for functions of limited regularities. In this paper, by applying the…

数值分析 · 数学 2015-06-19 Shuhuang Xiang

The purpose of the paper is to provide a characterization of the error of the best polynomial approximation of composite functions in weighted spaces. Such a characterization is essential for the convergence analysis of numerical methods…

数值分析 · 数学 2023-08-14 Luisa Fermo , Concetta Laurita , Maria Grazia Russo

We consider the problem of computing the minimum value $f_{\min,K}$ of a polynomial $f$ over a compact set $K \subseteq \mathbb{R}^n$, which can be reformulated as finding a probability measure $\nu$ on $K$ minimizing $\int_K f d\nu$.…

最优化与控制 · 数学 2020-01-31 Lucas Slot , Monique Laurent

We prove the existence of quadrature formulas exact for integrating high degree polynomials with respect to Jacobi weights based on scattered data on the unit interval. We also obtain a characterization of local Besov spaces using the…

经典分析与常微分方程 · 数学 2008-11-18 H. N. Mhaskar

In this paper we establish asymptotically best possible interpolation Lebesgue-type inequalities for $2\pi$-periodic functions $f$, which are representable as generalized Poisson integrals of the functions $\varphi$ from the space $L_p$,…

经典分析与常微分方程 · 数学 2023-10-05 Anatoly Serdyuk , Tetiana Stepaniuk

In this paper, we propose a new and simple approach to the approximation algorithms that are modified and improved from our published results. The computational and graphical examples are presented with the aid of Maple procedures.

数值分析 · 数学 2025-06-24 Quan Le Phuong

Isogeometric analysis is a recently developed framework based on finite element analysis, where the simple building blocks in geometry and solution space are replaced by more complex and geometrically-oriented compounds. Box splines are an…

数值分析 · 数学 2019-09-26 Tadej Kanduc , Carlotta Giannelli , Francesca Pelosi , Hendrik Speleers

Given an arbitrary function in H(div), we show that the error attained by the global-best approximation by H(div)-conforming piecewise polynomial Raviart-Thomas-N\'ed\'elec elements under additional constraints on the divergence and normal…

数值分析 · 数学 2020-05-20 Alexandre Ern , Thirupathi Gudi , Iain Smears , Martin Vohralík

We investigate asymptotic polynomial approximation for a class of weighted Bloch functions in the unit disc. Our main result is a structural theorem on asymptotic polynomial approximation in the unit disc, in the flavor of the classical…

复变函数 · 数学 2024-03-14 Adem Limani

In generalized Lebesgue spaces L^{p(.)} with variable exponent p(.) defined on the real axis, we obtain several inequalities of approximation by integral functions of finite degree. Approximation properties of Bernstein singular integrals…

经典分析与常微分方程 · 数学 2021-09-06 Ramazan Akgün

For a function $f$, continuous on a compact convex set $K$ and analytic in its interior we construct a sequence of almost optimal polynomials that converge with a geometric rate at points of analyticity of $f$.

复变函数 · 数学 2022-10-19 Liudmyla Kryvonos

We consider $L^2$-approximation on weighted reproducing kernel Hilbert spaces of functions depending on infinitely many variables. We focus on unrestricted linear information, admitting evaluations of arbitrary continuous linear…

数值分析 · 数学 2026-01-13 Kumar Harsha , Michael Gnewuch , Marcin Wnuk

The article proves an assertion analogous to the Littlewood-Paley theorem for the orthoprojectors onto mutually orthogonal subspaces of piecewise polynomial functions on the cube $ I^d. $ This assertion provides an upper estimate for the…

经典分析与常微分方程 · 数学 2011-11-28 S. N. Kudryavtsev

In this paper we consider an orthonormal basis, generated by a tensor product of Fourier basis functions, half period cosine basis functions, and the Chebyshev basis functions. We deal with the approximation problem in high dimensions…

数值分析 · 数学 2024-04-26 Daniel Potts , Pascal Schröter

We prove best approximation error estimates for discontinuous piecewise polynomial approximation in fractional Sobolev spaces on non-Lipschitz meshes of non-Lipschitz domains. In particular, the boundary of the domain, and the boundaries of…

数值分析 · 数学 2026-03-12 D P Hewett

In this note a general approach is suggested for comparison of operators. This is done by means of the Fourier transform of a measure. This approach is applied to comparison of approximation properties of various summability methods of the…

经典分析与常微分方程 · 数学 2014-04-23 Roald M. Trigub

We survey the main results of approximation theory for adaptive piecewise polynomial functions. In such methods, the partition on which the piecewise polynomial approximation is defined is not fixed in advance, but adapted to the given…

数值分析 · 数学 2015-03-17 Albert Cohen , Jean-Marie Mirebeau

We determine upper asymptotic estimates of Kolmogorov and linear $n$-widths of unit balls in Sobolev and Besov norms in $L_{p}$-spaces on compact Riemannian manifolds. The proofs rely on estimates for the near-diagonal localization of the…

泛函分析 · 数学 2014-07-15 Isaac Pesenson , Daryl Geller