On Hop-Constrained Steiner Trees in Tree-Like Metrics
Abstract
We consider the problem of computing a Steiner tree of minimum cost under a hop constraint which requires the depth of the tree to be at most $k$. Our main result is an exact algorithm for metrics induced by graphs with bounded treewidth that runs in time $n^{O(k)}$. For the special case of a path, we give a simple algorithm that solves the problem in polynomial time, even if $k$ is part of the input. The main result can be used to obtain, in quasi-polynomial time, a near-optimal solution that violates the $k$-hop constraint by at most one hop for more general metrics induced by graphs of bounded highway dimension and bounded doubling dimension. For non-metric graphs, we rule out an $o(\log n)$-approximation, assuming P$\neq$NP even when relaxing the hop constraint by any additive constant.
- Publication:
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arXiv e-prints
- Pub Date:
- March 2020
- DOI:
- 10.48550/arXiv.2003.05699
- arXiv:
- arXiv:2003.05699
- Bibcode:
- 2020arXiv200305699B
- Keywords:
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- Computer Science - Data Structures and Algorithms
- E-Print:
- SIAM Journal on Discrete Mathematics, Vol. 36, Iss. 2 (2022)