Title
Optimum matchings in weighted bipartite graphs.
Abstract
Given an integer weighted bipartite graph \(\{G,w\}\) we consider the problems of finding all the edges that occur in some minimum weight matching of maximum cardinality and enumerating all the minimum weight perfect matchings. We construct a subgraph \(G_\mathrm{cs}\) of G, which depends on an \(\epsilon \)-optimal solution of the dual linear program associated to the assignment problem on \(\{G,w\}\), that allows us to reduce these problems to their unweighted variants on \(G_\mathrm{cs}\). For instance, starting from scratch we get an algorithm that solves the problem of finding all the edges that occur in some minimum weight perfect matching in time \(O(\sqrt{n}m\log (nW))\), where \(n=|U|\ge |V|\), \(m=|E|\), and \(W=\mathrm{max}\{|w(e)|\, :\, e\in E\}\).
Year
DOI
Venue
2014
10.1007/s40590-015-0065-7
Boletin De La Sociedad Matematica Mexicana
Keywords
Field
DocType
Matching,Optimum matching,Assignment problem,Bipartite graph,Weighted bipartite graph,Primary 05C85,Secondary 05C70,68Q25,90C08,90C35
Integer,Discrete mathematics,Combinatorics,Bipartite graph,Cardinality,Matching (graph theory),Duality (optimization),Assignment problem,Minimum weight,Mathematics
Journal
Volume
Issue
ISSN
abs/1403.5606
1
1405-213X
Citations 
PageRank 
References 
1
0.36
9
Authors
2
Name
Order
Citations
PageRank
Carlos E. Valencia1114.99
Marcos C. Vargas210.70