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  4. A Simple LP-Based Approximation Algorithm for the Matching Augmentation Problem
 
conference paper

A Simple LP-Based Approximation Algorithm for the Matching Augmentation Problem

Bamas, Etienne  
•
Drygala, Marina  
•
Svensson, Ola  
January 1, 2022
Integer Programming And Combinatorial Optimization, Ipco 2022
23rd International Conference on Integer Programming and Combinatorial Optimization (IPCO)

The Matching Augmentation Problem (MAP) has recently received significant attention as an important step towards better approximation algorithms for finding cheap 2-edge connected subgraphs. This has culminated in a 5/3-approximation algorithm. However, the algorithm and its analysis are fairly involved and do not compare against the problem's well-known LP relaxation called the cut LP.

In this paper, we propose a simple algorithm that, guided by an optimal solution to the cut LP, first selects a DFS tree and then finds a solution to MAP by computing an optimum augmentation of this tree. Using properties of extreme point solutions, we show that our algorithm always returns (in polynomial time) a better than 2-approximation when compared to the cut LP. We thereby also obtain an improved upper bound on the integrality gap of this natural relaxation.

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Type
conference paper
DOI
10.1007/978-3-031-06901-7_5
Web of Science ID

WOS:000870458800005

Author(s)
Bamas, Etienne  
Drygala, Marina  
Svensson, Ola  
Date Issued

2022-01-01

Publisher

SPRINGER INTERNATIONAL PUBLISHING AG

Publisher place

Cham

Published in
Integer Programming And Combinatorial Optimization, Ipco 2022
ISBN of the book

978-3-031-06901-7

978-3-031-06900-0

Series title/Series vol.

Lecture Notes in Computer Science

Volume

13265

Start page

57

End page

69

Subjects

Computer Science, Theory & Methods

•

Mathematics, Applied

•

Computer Science

•

Mathematics

•

tree augmentation

•

graph

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
THL2  
Event nameEvent placeEvent date
23rd International Conference on Integer Programming and Combinatorial Optimization (IPCO)

Eindhoven, NETHERLANDS

Jun 27-29, 2022

Available on Infoscience
November 7, 2022
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/191886
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