Determinant of Matrices with Integer Entries: Difference between revisions

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(Created page with "{{DISPLAYTITLE:Determinant of Matrices with Integer Entries (Determinant of Matrices with Integer Entries)}} == Description == Calculate the determinant of a given matrix with integer matrices. For such matrices, the determinant is also an integer. == Parameters == <pre>n: dimension of matrix</pre> == Table of Algorithms == {| class="wikitable sortable" style="text-align:center;" width="100%" ! Name !! Year !! Time !! Space !! Approximation Factor !! Model !! R...")
 
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== Parameters ==  
== Parameters ==  


<pre>n: dimension of matrix</pre>
$n$: dimension of matrix


== Table of Algorithms ==  
== Table of Algorithms ==  
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| [[Bareiss algorithm (Determinant of Matrices with Integer Entries Determinant of Matrices with Integer Entries)|Bareiss algorithm]] || 1968 || $O(n^{5}L^{2} (log(n)$^{2} + L^{2})) || $O(n^{2}(n*log(n)$+nL)) || Exact || Deterministic || [https://www-ams-org.ezproxy.canberra.edu.au/journals/mcom/1968-22-103/S0025-5718-1968-0226829-0/S0025-5718-1968-0226829-0.pdf Time]
| [[Bareiss algorithm (Determinant of Matrices with Integer Entries Determinant of Matrices with Integer Entries)|Bareiss algorithm]] || 1968 || $O(n^{5} L^{2} (\log(n)$^{2} + L^{2})) || $O(n^{2}(n*log(n)$+nL)) || Exact || Deterministic || [https://www-ams-org.ezproxy.canberra.edu.au/journals/mcom/1968-22-103/S0025-5718-1968-0226829-0/S0025-5718-1968-0226829-0.pdf Time]
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| [[Bareiss algorithm with fast multiplication (Determinant of Matrices with Integer Entries Determinant of Matrices with Integer Entries)|Bareiss algorithm with fast multiplication]] || 1968 || $O(n^{4}L(log(n)$ + L)log(log(n) + L)) || $O(n^{2}(n*log(n)$+nL)) || Exact || Deterministic ||   
| [[Bareiss algorithm with fast multiplication (Determinant of Matrices with Integer Entries Determinant of Matrices with Integer Entries)|Bareiss algorithm with fast multiplication]] || 1968 || $O(n^{4} L (\log(n)$ + L) \log(\log(n) + L)) || $O(n^{2}(n*log(n)$+nL)) || Exact || Deterministic ||   
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== Time Complexity graph ==  
== Time Complexity Graph ==  


[[File:Determinant of Matrices with Integer Entries - Time.png|1000px]]
[[File:Determinant of Matrices with Integer Entries - Time.png|1000px]]
== Space Complexity graph ==
[[File:Determinant of Matrices with Integer Entries - Space.png|1000px]]
== Pareto Decades graph ==
[[File:Determinant of Matrices with Integer Entries - Pareto Frontier.png|1000px]]

Latest revision as of 10:11, 28 April 2023

Description

Calculate the determinant of a given matrix with integer matrices. For such matrices, the determinant is also an integer.

Parameters

$n$: dimension of matrix

Table of Algorithms

Name Year Time Space Approximation Factor Model Reference
Bareiss algorithm 1968 $O(n^{5} L^{2} (\log(n)$^{2} + L^{2})) $O(n^{2}(n*log(n)$+nL)) Exact Deterministic Time
Bareiss algorithm with fast multiplication 1968 $O(n^{4} L (\log(n)$ + L) \log(\log(n) + L)) $O(n^{2}(n*log(n)$+nL)) Exact Deterministic

Time Complexity Graph

Determinant of Matrices with Integer Entries - Time.png