Non-Definite, Symmetric Matrix: Difference between revisions

From Algorithm Wiki
Jump to navigation Jump to search
No edit summary
No edit summary
 
Line 35: Line 35:


[[File:Linear System - Non-Definite, Symmetric Matrix - Time.png|1000px]]
[[File:Linear System - Non-Definite, Symmetric Matrix - Time.png|1000px]]
== Space Complexity Graph ==
[[File:Linear System - Non-Definite, Symmetric Matrix - Space.png|1000px]]
== Time-Space Tradeoff ==
[[File:Linear System - Non-Definite, Symmetric Matrix - Pareto Frontier.png|1000px]]

Latest revision as of 10:05, 28 April 2023

Description

In this case, we restrict $A$ to be non-definite and symmetric.

Related Problems

Generalizations: General Linear System

Related: Sparse Linear System, Positive Definite, Hermitian Matrix, Toeplitz Matrix, Vandermonde Matrix

Parameters

$n$: number of variables and number of equations

$m$: number of nonzero entries in matrix

$k$: ratio between largest and smallest eigenvalues

Table of Algorithms

Name Year Time Space Approximation Factor Model Reference
Gaussian-Jordan Elimination -150 $O(n^{3})$ $O(n^{2})$ Exact Deterministic
Aasen's method 1971 $O(n^{3})$ $O(n^{2})$ total Exact Deterministic Time

Time Complexity Graph

Linear System - Non-Definite, Symmetric Matrix - Time.png