The minimum bisection in the planted bisection model
Discrete Mathematics
2017-11-23 v1 Combinatorics
Probability
Abstract
In the planted bisection model a random graph with vertices is created by partitioning the vertices randomly into two classes of equal size (up to ). Any two vertices that belong to the same class are linked by an edge with probability and any two that belong to different classes with probability independently. The planted bisection model has been used extensively to benchmark graph partitioning algorithms. If for numbers that remain fixed as , then w.h.p. the ``planted'' bisection (the one used to construct the graph) will not be a minimum bisection. In this paper we derive an asymptotic formula for the minimum bisection width under the assumption that for a certain constant .
Cite
@article{arxiv.1505.02985,
title = {The minimum bisection in the planted bisection model},
author = {Amin Coja-Oghlan and Oliver Cooley and Mihyun Kang and Kathrin Skubch},
journal= {arXiv preprint arXiv:1505.02985},
year = {2017}
}