Weak and quasi-polynomial tractability of approximation of infinitely differentiable functions

被引:16
|
作者
Vybiral, Jan [1 ]
机构
[1] Tech Univ Berlin, Dept Math, Secretary Off MA 4 1, D-10623 Berlin, Germany
关键词
Weak tractability; Uniform approximation; Infinitely differentiable functions; Curse of dimensionality; MULTIVARIATE FUNCTIONS; SPACES;
D O I
10.1016/j.jco.2013.04.003
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We comment on recent results in the field of information based complexity, which state (in a number of different settings), that the approximation of infinitely differentiable functions is intractable and suffers from the cure of dimensionality. We show that renorming the space of infinitely differentiable functions in a suitable way allows weakly tractable uniform approximation by using only function values. Moreover, the approximating algorithm is based on a simple application of Taylor's expansion about the center of the unit cube. We discuss also the approximation on the Euclidean ball and the approximation in the L-1-norm. (C) 2013 Elsevier Inc. All rights reserved.
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页码:48 / 55
页数:8
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