Title
The minimum bisection in the planted bisection model
Abstract
In the planted bisection model a random graph G(n, p(+ ), p(-)) with n vertices is created by partitioning the vertices randomly into two classes of equal size (up to +/- 1). Any two vertices that belong to the same class are linked by an edge with probability p(+) and any two that belong to different classes with probability p(-) < p(+) independently. The planted bisection model has been used extensively to benchmark graph partitioning algorithms. If p(+/-) = 2d(+/-)/n for numbers 0 <= d(-) < d(+) that remain fixed as n -> infinity, 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 d(+) - d(-) > c root d(+)lnd(+) for a certain constant c > 0.
Year
DOI
Venue
2015
10.4086/toc.2017.v013a008
THEORY OF COMPUTING
Keywords
DocType
Volume
random graphs,minimum bisection,planted bisection,belief propagation
Journal
13
Issue
ISSN
Citations 
1
1557-2862
1
PageRank 
References 
Authors
0.36
13
4
Name
Order
Citations
PageRank
Amin Coja-Oghlan154347.25
Oliver Cooley232.13
Mihyun Kang316329.18
kathrin skubch421.41