TY - GEN
T1 - On the equivalence of the bidirected and hypergraphic relaxations for steiner tree
AU - Feldmann, Andreas Emil
AU - Könemann, Jochen
AU - Olver, Neil
AU - Sanità, Laura
PY - 2014/9/1
Y1 - 2014/9/1
N2 - The bottleneck of the currently best (ln(4)+ε)-approximation algorithm for the NP-hard Steiner tree problem is the solution of its large, so called hypergraphic, linear programming relaxation (HYP). Hypergraphic LPs are NP-hard to solve exactly, and it is a formidable computational task to even approximate them sufficiently well. We focus on another well-studied but poorly understood LP relaxation of the problem: the bidirected cut relaxation (BCR). This LP is compact, and can therefore be solved efficiently. Its integrality gap is known to be greater than 1.16, and while this is widely conjectured to be close to the real answer, only a (trivial) upper bound of 2 is known. In this paper, we give an efficient constructive proof that BCR and HYP are polyhedrally equivalent in instances that do not have an (edge-induced) claw on Steiner vertices, i.e., they do not contain a Steiner vertex with 3 Steiner neighbors. This implies faster ln(4)-approximations for these graphs, and is a significant step forward from the previously known equivalence for (so called quasi-bipartite) instances in which Steiner vertices form an independent set. We complement our results by showing that even restricting to instances where Steiner vertices induce one single star, determining whether the two relaxations are equivalent is NP-hard.
AB - The bottleneck of the currently best (ln(4)+ε)-approximation algorithm for the NP-hard Steiner tree problem is the solution of its large, so called hypergraphic, linear programming relaxation (HYP). Hypergraphic LPs are NP-hard to solve exactly, and it is a formidable computational task to even approximate them sufficiently well. We focus on another well-studied but poorly understood LP relaxation of the problem: the bidirected cut relaxation (BCR). This LP is compact, and can therefore be solved efficiently. Its integrality gap is known to be greater than 1.16, and while this is widely conjectured to be close to the real answer, only a (trivial) upper bound of 2 is known. In this paper, we give an efficient constructive proof that BCR and HYP are polyhedrally equivalent in instances that do not have an (edge-induced) claw on Steiner vertices, i.e., they do not contain a Steiner vertex with 3 Steiner neighbors. This implies faster ln(4)-approximations for these graphs, and is a significant step forward from the previously known equivalence for (so called quasi-bipartite) instances in which Steiner vertices form an independent set. We complement our results by showing that even restricting to instances where Steiner vertices induce one single star, determining whether the two relaxations are equivalent is NP-hard.
KW - Approximation algorithms
KW - Bidirected cut relaxation
KW - Hypergraphic relaxation
KW - Polyhedral equivalence
KW - Steiner tree
UR - http://www.scopus.com/inward/record.url?scp=84920120292&partnerID=8YFLogxK
U2 - 10.4230/LIPIcs.APPROX-RANDOM.2014.176
DO - 10.4230/LIPIcs.APPROX-RANDOM.2014.176
M3 - Conference contribution
AN - SCOPUS:84920120292
T3 - Leibniz International Proceedings in Informatics, LIPIcs
SP - 176
EP - 191
BT - Leibniz International Proceedings in Informatics, LIPIcs
A2 - Jansen, Klaus
A2 - Moore, Cristopher
A2 - Devanur, Nikhil R.
A2 - Rolim, Jose D. P.
PB - Schloss Dagstuhl - Leibniz-Zentrum für Informatik
T2 - 17th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems, APPROX 2014 and the 18th International Workshop on Randomization and Computation, RANDOM 2014
Y2 - 4 September 2014 through 6 September 2014
ER -