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Article . 2001
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Georgian Mathematical Journal
Article . 2001 . Peer-reviewed
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Tractability of Tensor Product Linear Operators in Weighted Hilbert Spaces

Tractability of tensor product linear operators in weighted Hilbert spaces
Authors: Woźniakowski, Henryk;

Tractability of Tensor Product Linear Operators in Weighted Hilbert Spaces

Abstract

Abstract We study tractability in the worst case setting of tensor product linear operators defined over weighted tensor product Hilbert spaces. Tractability means that the minimal number of evaluations needed to reduce the initial error by a factor of ε in the d-dimensional case has a polynomial bound in both ε –1 and d. By one evaluation we mean the computation of an arbitrary continuous linear functional, and the initial error is the norm of the linear operator S d specifying the d-dimensional problem. We prove that nontrivial problems are tractable iff the dimension of the image under S 1 (the one-dimensional version of S d ) of the unweighted part of the Hilbert space is one, and the weights of the Hilbert spaces, as well as the singular values of the linear operator S 1, go to zero polynomially fast with their indices.

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Keywords

tractability, Approximation by operators (in particular, by integral operators), Hilbert space, tensor product, linear operator, Interpolation in approximation theory

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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