Transitive Reduction Problem of Directed Graphs: Difference between revisions

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== Parameters ==  
== Parameters ==  


n: number of vertices
$n$: number of vertices


m: number of edges
$m$: number of edges


== Table of Algorithms ==  
== Table of Algorithms ==  
Line 47: Line 47:


[[File:Transitive Reduction Problem - Transitive Reduction Problem of Directed Graphs - Time.png|1000px]]
[[File:Transitive Reduction Problem - Transitive Reduction Problem of Directed Graphs - Time.png|1000px]]
== Space Complexity Graph ==
[[File:Transitive Reduction Problem - Transitive Reduction Problem of Directed Graphs - Space.png|1000px]]
== Pareto Frontier Improvements Graph ==
[[File:Transitive Reduction Problem - Transitive Reduction Problem of Directed Graphs - Pareto Frontier.png|1000px]]


== References/Citation ==  
== References/Citation ==  


https://epubs-siam-org.ezproxy.canberra.edu.au/doi/pdf/10.1137/0201008
https://epubs-siam-org.ezproxy.canberra.edu.au/doi/pdf/10.1137/0201008

Latest revision as of 09:12, 28 April 2023

Description

A directed graph $G^t$ is said to be a transitive reduction of the directed graph $G$ provided that (i) $G$ has a directed path from vertex $u$ to vertex $v$ if and only if $G$ has a directed path from vertex $u$ to vertex $v$, and (ii) there is no graph with fewer arcs than $G^t$ satisfying condition (i). The problem asks to find such a graph $G^t$ for a given digraph $G$.

Parameters

$n$: number of vertices

$m$: number of edges

Table of Algorithms

Name Year Time Space Approximation Factor Model Reference
Aho, Garey & Ullman 1972 $O(n^omega)$ where omega is the exponent on boolean matrix multiplication $O(n^{2})$ Exact Deterministic Time
Aho, Garey & Ullman 1972 $O(n^{2.807})$ $O(n^{2})$ Exact Deterministic Time
Aho, Garey & Ullman 1978 $O(n^{2.8})$ $O(n^{2})$ Exact Deterministic Time
Aho, Garey & Ullman 1979 $O(n^{2.78})$ $O(n^{2})$ Exact Deterministic Time
Aho, Garey & Ullman 1980 $O(n^{2.52})$ $O(n^{2})$ Exact Deterministic Time
Aho, Garey & Ullman 1980 $O(n^{2.518})$ $O(n^{2})$ Exact Deterministic Time
Aho, Garey & Ullman 1981 $O(n^{2.495})$ $O(n^{2})$ Exact Deterministic Time
Aho, Garey & Ullman 1986 $O(n^{2.48})$ $O(n^{2})$ Exact Deterministic Time
Aho, Garey & Ullman 1990 $O(n^{2.372})$ $O(n^{2})$ Exact Deterministic Time
Aho, Garey & Ullman 2014 $O(n^{2.373})$ $O(n^{2})$ Exact Deterministic Time
Aho, Garey & Ullman 2014 $O(n^{2.371})$ $O(n^{2})$ Exact Deterministic Time
Gries, Martin 1989 $O(n^{3})$ $O(n^{2})$ Exact Deterministic Time

Time Complexity Graph

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References/Citation

https://epubs-siam-org.ezproxy.canberra.edu.au/doi/pdf/10.1137/0201008