General Graph MCM: Difference between revisions

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== Time Complexity graph ==  
== Time Complexity Graph ==  


[[File:Maximum Cardinality Matching - General Graph MCM - Time.png|1000px]]
[[File:Maximum Cardinality Matching - General Graph MCM - Time.png|1000px]]


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


[[File:Maximum Cardinality Matching - General Graph MCM - Space.png|1000px]]
[[File:Maximum Cardinality Matching - General Graph MCM - Space.png|1000px]]


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


[[File:Maximum Cardinality Matching - General Graph MCM - Pareto Frontier.png|1000px]]
[[File:Maximum Cardinality Matching - General Graph MCM - Pareto Frontier.png|1000px]]

Revision as of 14:04, 15 February 2023

Description

The goal of maximum cardinality matching is to find a matching with as many edges as possible (equivalently: a matching that covers as many vertices as possible). Here, the graph can be any general graph.

Related Problems

Subproblem: Bipartite Graph MCM

Related: Planar Bipartite Graph Perfect Matching

Parameters

V: number of vertices

E: number of edges

Table of Algorithms

Name Year Time Space Approximation Factor Model Reference
Micali and Vazirani 1980 $O(V^{0.5} E)$ $O(V)$ Deterministic Time & Space
Blum 1990 $O((V^{0.5})$E) $O(E)$ auxiliary?? Exact Deterministic Time
Gabow; Tarjan 1991 $O((V^{0.5})$E) $O(E)$ auxiliary? Exact Deterministic Time & Space
Mucha, Sankowski (general) 2004 $O(V^{2.{37}6})$ $O(V^{2})$?? Exact Randomized Time

Time Complexity Graph

Maximum Cardinality Matching - General Graph MCM - Time.png

Space Complexity Graph

Maximum Cardinality Matching - General Graph MCM - Space.png

Pareto Frontier Improvements Graph

Maximum Cardinality Matching - General Graph MCM - Pareto Frontier.png