Polynomial-Time Approximation of Independent Set Parameterized by Treewidth

Publication date

2023-09

Authors

Chalermsook, Parinya
Fomin, Fedor V.
Hamm, TheklaISNI 0000000523493773
Korhonen, Tuukka
Nederlof, JesperISNI 0000000399384085
Orgo, Ly

Editors

Gørtz, Inge Li
Farach-Colton, Martin
Puglisi, Simon J.
Herman, Grzegorz

Advisors

Supervisors

Document Type

Part of book
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License

cc_by

Abstract

We prove the following result about approximating the maximum independent set in a graph. Informally, we show that any approximation algorithm with a “non-trivial” approximation ratio (as a function of the number of vertices of the input graph G) can be turned into an approximation algorithm achieving almost the same ratio, albeit as a function of the treewidth of G. More formally, we prove that for any function f, the existence of a polynomial time (n/f(n))-approximation algorithm yields the existence of a polynomial time O(tw · log f(tw)/f(tw))-approximation algorithm, where n and tw denote the number of vertices and the width of a given tree decomposition of the input graph. By pipelining our result with the state-of-the-art O(n · (log log n)2 / log3 n)-approximation algorithm by Feige (2004), this implies an O(tw · (log log tw)3 / log3 tw)-approximation algorithm.

Keywords

Maximum Independent Set, Treewidth, Approximation Algorithms, Parameterized Approximation

Citation

Chalermsook, P, Fomin, F V, Hamm, T, Korhonen, T, Nederlof, J & Orgo, L 2023, Polynomial-Time Approximation of Independent Set Parameterized by Treewidth. in I L Gørtz, M Farach-Colton, S J Puglisi & G Herman (eds), 31st Annual European Symposium on Algorithms, ESA 2023, September 4-6, 2023, Amsterdam, The Netherlands. vol. 274, 33, Leibniz International Proceedings in Informatics, LIPIcs, vol. 274, Schloss Dagstuhl – Leibniz-Zentrum für Informatik GmbH, pp. 33:1-33:13. https://doi.org/10.4230/LIPIcs.ESA.2023.33