Hardness Results for Structured Linear Systems

Rasmus Kyng; Peng Zhang

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arXiv · 1705.02944

Hardness Results for Structured Linear Systems

Rasmus Kyng·Peng Zhang

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Abstract

We show that if the nearly-linear time solvers for Laplacian matrices and their generalizations can be extended to solve just slightly larger families of linear systems, then they can be used to quickly solve all systems of linear equations over the reals. This result can be viewed either positively or negatively: either we will develop nearly-linear time algorithms for solving all systems of linear equations over the reals, or progress on the families we can solve in nearly-linear time will soon halt.

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BibTeX RIS

Rasmus Kyng, Peng Zhang. 2017-05-08. Hardness Results for Structured Linear Systems. https://arxiv.org/abs/1705.02944

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