APSP on Dense Undirected Graphs with Arbitrary Weights: Difference between revisions

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== Table of Algorithms ==  
== Table of Algorithms ==  


Currently no algorithms in our database for the given problem.
{| class="wikitable sortable"  style="text-align:center;" width="100%"


== Time Complexity graph ==  
! Name !! Year !! Time !! Space !! Approximation Factor !! Model !! Reference
 
|-
 
| [[Pettie & Ramachandran (APSP on Dense Undirected Graphs with Arbitrary Weights; APSP on Sparse Undirected Graphs with Arbitrary Weights All-Pairs Shortest Paths (APSP))|Pettie & Ramachandran]] || 2002 || $O(EV \log \alpha(E,V))$ ||  || Exact || Deterministic || [https://dl.acm.org/citation.cfm?id=545417 Time]
|-
| [[Chan (APSP on Dense Directed Graphs with Arbitrary Weights; APSP on Dense Undirected Graphs with Arbitrary Weights All-Pairs Shortest Paths (APSP))|Chan]] || 2009 || $O(V^{3} \log^{3} \log V / \log^{2} V)$ || $O(V^{2})$ || Exact || Deterministic || [http://tmc.web.engr.illinois.edu/moreapsp.pdf Time]
|-
|}
 
== Time Complexity Graph ==  


[[File:All-Pairs Shortest Paths (APSP) - APSP on Dense Undirected Graphs with Arbitrary Weights - Time.png|1000px]]
[[File:All-Pairs Shortest Paths (APSP) - APSP on Dense Undirected Graphs with Arbitrary Weights - Time.png|1000px]]


== Space Complexity graph ==  
== Space Complexity Graph ==  


[[File:All-Pairs Shortest Paths (APSP) - APSP on Dense Undirected Graphs with Arbitrary Weights - Space.png|1000px]]
[[File:All-Pairs Shortest Paths (APSP) - APSP on Dense Undirected Graphs with Arbitrary Weights - Space.png|1000px]]


== Pareto Decades graph ==  
== Pareto Frontier Improvements Graph ==  


[[File:All-Pairs Shortest Paths (APSP) - APSP on Dense Undirected Graphs with Arbitrary Weights - Pareto Frontier.png|1000px]]
[[File:All-Pairs Shortest Paths (APSP) - APSP on Dense Undirected Graphs with Arbitrary Weights - Pareto Frontier.png|1000px]]

Revision as of 14:04, 15 February 2023

Description

In this case, the graph $G=(V,E)$ that we consider is dense ($m = O(n^2)$), is undirected, and has arbitrary weights.

Related Problems

Generalizations: APSP

Related: APSP on Dense Directed Graphs with Arbitrary Weights, APSP on Geometrically Weighted Graphs, APSP on Dense Undirected Graphs with Positive Integer Weights, APSP on Sparse Directed Graphs with Arbitrary Weights, APSP on Sparse Undirected Graphs with Positive Integer Weights, APSP on Sparse Undirected Graphs with Arbitrary Weights, APSP on Dense Directed Unweighted Graphs, APSP on Dense Undirected Unweighted Graphs, APSP on Sparse Directed Unweighted Graphs, APSP on Sparse Undirected Unweighted Graphs, (5/3)-approximate ap-shortest paths

Parameters

n: number of vertices

m: number of edges

Table of Algorithms

Name Year Time Space Approximation Factor Model Reference
Pettie & Ramachandran 2002 $O(EV \log \alpha(E,V))$ Exact Deterministic Time
Chan 2009 $O(V^{3} \log^{3} \log V / \log^{2} V)$ $O(V^{2})$ Exact Deterministic Time

Time Complexity Graph

All-Pairs Shortest Paths (APSP) - APSP on Dense Undirected Graphs with Arbitrary Weights - Time.png

Space Complexity Graph

All-Pairs Shortest Paths (APSP) - APSP on Dense Undirected Graphs with Arbitrary Weights - Space.png

Pareto Frontier Improvements Graph

All-Pairs Shortest Paths (APSP) - APSP on Dense Undirected Graphs with Arbitrary Weights - Pareto Frontier.png