English

A Near-Linear Approximation Scheme for Multicuts of Embedded Graphs with a Fixed Number of Terminals

Data Structures and Algorithms 2020-10-06 v4 Computational Geometry

Abstract

For an undirected edge-weighted graph GG and a set RR of pairs of vertices called pairs of terminals, a multicut is a set of edges such that removing these edges from GG disconnects each pair in RR. We provide an algorithm computing a (1+ε)(1+\varepsilon)-approximation of the minimum multicut of a graph GG in time (g+t)(O(g+t)3)(1/ε)O(g+t)nlogn(g+t)^{(O(g+t)^3)}\cdot(1/\varepsilon)^{O(g+t)} \cdot n \log n, where gg is the genus of GG and tt is the number of terminals. This result is tight in several aspects, as the minimum multicut problem is both APX-hard and W[1]-hard (parameterized by the number of terminals), even on planar graphs (equivalently, when g=0g=0). In order to achieve this, our article leverages on a novel characterization of a minimum multicut as a family of Steiner trees in the universal cover of a surface on which GG is embedded. The algorithm heavily relies on topological techniques, and in particular on the use of homotopical tools and computations in covering spaces, which we blend with classic ideas stemming from approximation schemes for planar graphs and low-dimensional geometric inputs.

Keywords

Cite

@article{arxiv.1611.02966,
  title  = {A Near-Linear Approximation Scheme for Multicuts of Embedded Graphs with a Fixed Number of Terminals},
  author = {Vincent Cohen-Addad and Éric Colin de Verdière and Arnaud de Mesmay},
  journal= {arXiv preprint arXiv:1611.02966},
  year   = {2020}
}

Comments

Final version, to appear in SICOMP