A Simple LP-Based Approximation Algorithm for the Matching Augmentation Problem
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.
WOS:000870458800005
2022-01-01
978-3-031-06901-7
978-3-031-06900-0
Cham
Lecture Notes in Computer Science
13265
57
69
REVIEWED
Event name | Event place | Event date |
Eindhoven, NETHERLANDS | Jun 27-29, 2022 | |