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Maximum Matchings in Geometric Intersection Graphs

Let G be an intersection graph of n geometric objects in the plane. We show that a maximum matching in G can be found in [Formula: see text] time with high probability, where [Formula: see text] is the density of the geometric objects and [Formula: see text] is a constant such that [Formula: see tex...

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Detalles Bibliográficos
Autores principales: Bonnet, Édouard, Cabello, Sergio, Mulzer, Wolfgang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10550895/
https://www.ncbi.nlm.nih.gov/pubmed/37808959
http://dx.doi.org/10.1007/s00454-023-00564-3
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author Bonnet, Édouard
Cabello, Sergio
Mulzer, Wolfgang
author_facet Bonnet, Édouard
Cabello, Sergio
Mulzer, Wolfgang
author_sort Bonnet, Édouard
collection PubMed
description Let G be an intersection graph of n geometric objects in the plane. We show that a maximum matching in G can be found in [Formula: see text] time with high probability, where [Formula: see text] is the density of the geometric objects and [Formula: see text] is a constant such that [Formula: see text] matrices can be multiplied in [Formula: see text] time. The same result holds for any subgraph of G, as long as a geometric representation is at hand. For this, we combine algebraic methods, namely computing the rank of a matrix via Gaussian elimination, with the fact that geometric intersection graphs have small separators. We also show that in many interesting cases, the maximum matching problem in a general geometric intersection graph can be reduced to the case of bounded density. In particular, a maximum matching in the intersection graph of any family of translates of a convex object in the plane can be found in [Formula: see text] time with high probability, and a maximum matching in the intersection graph of a family of planar disks with radii in [Formula: see text] can be found in [Formula: see text] time with high probability.
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spelling pubmed-105508952023-10-06 Maximum Matchings in Geometric Intersection Graphs Bonnet, Édouard Cabello, Sergio Mulzer, Wolfgang Discrete Comput Geom Article Let G be an intersection graph of n geometric objects in the plane. We show that a maximum matching in G can be found in [Formula: see text] time with high probability, where [Formula: see text] is the density of the geometric objects and [Formula: see text] is a constant such that [Formula: see text] matrices can be multiplied in [Formula: see text] time. The same result holds for any subgraph of G, as long as a geometric representation is at hand. For this, we combine algebraic methods, namely computing the rank of a matrix via Gaussian elimination, with the fact that geometric intersection graphs have small separators. We also show that in many interesting cases, the maximum matching problem in a general geometric intersection graph can be reduced to the case of bounded density. In particular, a maximum matching in the intersection graph of any family of translates of a convex object in the plane can be found in [Formula: see text] time with high probability, and a maximum matching in the intersection graph of a family of planar disks with radii in [Formula: see text] can be found in [Formula: see text] time with high probability. Springer US 2023-09-09 2023 /pmc/articles/PMC10550895/ /pubmed/37808959 http://dx.doi.org/10.1007/s00454-023-00564-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Bonnet, Édouard
Cabello, Sergio
Mulzer, Wolfgang
Maximum Matchings in Geometric Intersection Graphs
title Maximum Matchings in Geometric Intersection Graphs
title_full Maximum Matchings in Geometric Intersection Graphs
title_fullStr Maximum Matchings in Geometric Intersection Graphs
title_full_unstemmed Maximum Matchings in Geometric Intersection Graphs
title_short Maximum Matchings in Geometric Intersection Graphs
title_sort maximum matchings in geometric intersection graphs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10550895/
https://www.ncbi.nlm.nih.gov/pubmed/37808959
http://dx.doi.org/10.1007/s00454-023-00564-3
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