Inexact Laplacian Solver

This problem refers to solving equations of the form Lx=bLx = b where LL is a Laplacian of a graph. In other words, this is solving equations of the form Ax=bAx = b for a SDD matrix AA. This variation of the problem permits some error.

Parameters

  • nn: dimension of matrix

Filters

Computational Model

Randomization

Approximation

Algorithms Table

Displaying 10 of 10 algorithms

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Lee; Peng; Spielman2015O(n)O(n)O(n)O(n)
Kelner; Orecchia; Sidford; Zhu2013O(mlog2(n)loglogn)O(m \log^2(n) \log \log n)O(n)O(n)
Koutis; Miller and Peng2011O~(mlogn)\tilde{O}(m \log n)O(n)O(n)
Koutis; Miller and Peng2010O~(mlogn)\tilde{O}(m \log n)O(n)O(n)
Blelloch; Koutis; Miller; Tangwongsan2010O(nlogn)O(n \log n)m+O(n/logn)m + O(n/\log n)
Daitch; Spielman2007O(n5/4(log2(n)loglogn)3/4log(1/ϵ))O(n^{5/4} (\log^2(n) \log\log n)^{3/4} \log(1/\epsilon))O(n)O(n)
Spielman, Teng 2004O(mlogcn)O(m \log^c n)O(n)O(n)
Boman; Chen; Hendrickson; Toledo2004O(nlog(1/ϵ))O(n\log(1/\epsilon))O(n)O(n)
Gremban; Miller; Zagha1995O(n2)O(n^2)O(n2)O(n^2)
Vaidya1990O(mn3/4)O(mn^{3/4})O(n)O(n)

Reductions Table

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Other relevant algorithms

Displaying 1 of 1 other relevant algorithms