Weak and quasi-polynomial tractability of approximation of infinitely differentiable functions |
| |
Authors: | Jan Vybí ral |
| |
Affiliation: | Technical University Berlin, Department of Mathematics, Secretary Office MA 4-1, Street of 17. June 136, 10623 Berlin, Germany |
| |
Abstract: | 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 curse 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 L1-norm. |
| |
Keywords: | Weak tractability Uniform approximation Infinitely differentiable functions Curse of dimensionality |
本文献已被 ScienceDirect 等数据库收录! |
|