Maximum Cut Parameterized by Crossing Number

Maximum Cut Parameterized by Crossing Number

Abstract

Given an edge-weighted graph G on n nodes, the NP-hard MAX-CUT problem asks for a node bipartition such that the sum of edge weights joining the different partitions is maximized. We propose a fixed-parameter tractable algorithm parameterized by the number k of crossings in a given drawing of G. Our algorithm achieves a running time of O(2k⋅p(n+k)), where p is the polynomial running time for planar MAX-CUT. The only previously known similar algorithm [Dahn et al, IWOCA 2018] is restricted to embedded 1-planar graphs (i.e., at most one crossing per edge) and its dependency on k is of order 3k. Finally, combining this with the fact that crossing number is fixed-parameter tractable with respect to itself, we see that MAX-CUT is fixed-parameter tractable with respect to the crossing number, even without a given drawing. Moreover, the results naturally carry over to the minor-monotone-version of crossing number.

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Authors
  • Chimani, Markus
  • Dahn, Christine
  • Juhnke-Kubitzke, Martina
  • Kriege, Nils M.
  • Mutzel, Petra
  • Nover, Alexander
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Shortfacts
Category
Journal Paper
Divisions
Data Mining and Machine Learning
Journal or Publication Title
Journal of Graph Algorithms and Applications
ISSN
1526-1719
Page Range
pp. 155-170
Number
3
Volume
24
Date
2020
Official URL
https://doi.org/10.7155/jgaa.00523
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