Article ID Journal Published Year Pages File Type
4608556 Journal of Complexity 2015 20 Pages PDF
Abstract

We study dd-variate general linear problems defined over Hilbert spaces in the average case setting. We consider algorithms that use finitely many evaluations of arbitrary linear functionals. We obtain the necessary and sufficient conditions for Exponential Convergence-(Strong) Polynomial Tractability, Quasi-Polynomial Tractability and (Uniform) Weak Tractability. All results are in terms of the eigenvalues of the corresponding covariance operators.

Related Topics
Physical Sciences and Engineering Mathematics Analysis
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