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A Tight Approximation Algorithm for the Cluster Vertex Deletion Problem

A tight approximation algorithm for the cluster vertex deletion problem
Authors: Manuel Aprile; Matthew Drescher; Samuel Fiorini; Tony Huynh;

A Tight Approximation Algorithm for the Cluster Vertex Deletion Problem

Abstract

We give the first $2$-approximation algorithm for the cluster vertex deletion problem. This is tight, since approximating the problem within any constant factor smaller than $2$ is UGC-hard. Our algorithm combines the previous approaches, based on the local ratio technique and the management of true twins, with a novel construction of a 'good' cost function on the vertices at distance at most $2$ from any vertex of the input graph. As an additional contribution, we also study cluster vertex deletion from the polyhedral perspective, where we prove almost matching upper and lower bounds on how well linear programming relaxations can approximate the problem.

23 pages, 3 figures

Country
Italy
Keywords

FOS: Computer and information sciences, F.2.2; G.2.2, Combinatorial optimization, Discrete Mathematics (cs.DM), G.2.2, Programming involving graphs or networks, Approximation methods and heuristics in mathematical programming, cluster vertex deletion, FOS: Mathematics, Mathematics - Combinatorics, 68W25, 05C85, 90C27, linear programming relaxation, Combinatorics (math.CO), F.2.2, Approximation algorithm; Cluster vertex deletion; Linear programming relaxation; Sherali-Adams hierarchy, approximation algorithm, Sherali-Adams hierarchy, Computer Science - Discrete Mathematics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
8
Top 10%
Average
Top 10%
Green
bronze