Title
Detecting almost symmetries of graphs.
Abstract
We present a branch-and-bound framework to solve the following problem: Given a graph G and an integer k, find a subgraph of G formed by removing no more than k edges that minimizes the number of vertex orbits. We call the symmetries on such a subgraph “almost symmetries” of G. We implement our branch-and-bound framework in PEBBL to allow for parallel enumeration and demonstrate good scaling up to 16 cores. We show that the presented branching strategy is much better than a random branching strategy on the tested graphs. Finally, we consider the presented strategy as a heuristic for quickly finding almost symmetries of a graph G. The software that was reviewed as part of this submission has been issued the Digital Object Identifier DOI: 10.5281/zenodo.840558.
Year
DOI
Venue
2018
10.1007/s12532-017-0124-3
Math. Program. Comput.
Keywords
Field
DocType
Almost symmetries,Graph automorphism,Branch-and-bound,05C60,05C85,90C27
Integer,Graph automorphism,Discrete mathematics,Mathematical optimization,Combinatorics,Heuristic,Circulant graph,Branch and bound,Vertex (geometry),Graph factorization,Mathematics,Homogeneous space
Journal
Volume
Issue
ISSN
10
2
1867-2949
Citations 
PageRank 
References 
0
0.34
15
Authors
3
Name
Order
Citations
PageRank
Ben Knueven100.34
Jim Ostrowski221.10
Sebastian Pokutta326732.02