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On the tractability of linear tensor product problems in the worst case
Authors:Anargyros Papageorgiou  Iasonas Petras
Affiliation:aDepartment of Computer Science, Columbia University, New York, NY 10027, United States
Abstract:It has been an open problem to derive a necessary and sufficient condition for a linear tensor product problem to be weakly tractable in the worst case. The complexity of linear tensor product problems in the worst case depends on the eigenvalues {λi}iN{λi}iN of a certain operator. It is known that if λ1=1λ1=1 and λ2∈(0,1)λ2(0,1) then λn=o((lnn)−2)λn=o((lnn)2), as n→∞n, is a necessary condition for a problem to be weakly tractable. We show that this is a sufficient condition as well.
Keywords:Multivariate problem   Complexity   Tractability
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