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}i∈N of a certain operator. It is known that if λ1=1 and λ2∈(0,1) then λn=o((lnn)−2), as 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 |
本文献已被 ScienceDirect 等数据库收录! |
|