TY - JOUR
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 - 2016/11/1
Y1 - 2016/11/1
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 strongly 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 article, 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 three Steiner neighbours. 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 strongly 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 article, 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 three Steiner neighbours. 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 - 68W25
KW - 90C27
UR - http://www.scopus.com/inward/record.url?scp=84990861372&partnerID=8YFLogxK
U2 - 10.1007/s10107-016-0987-5
DO - 10.1007/s10107-016-0987-5
M3 - Article
AN - SCOPUS:84990861372
SN - 0025-5610
VL - 160
SP - 379
EP - 406
JO - Mathematical Programming
JF - Mathematical Programming
IS - 1-2
ER -