On the Approximability of the Traveling Salesman Problem with Line Neighborhoods
arxiv(2020)
摘要
We study the variant of the Euclidean Traveling Salesman problem where
instead of a set of points, we are given a set of lines as input, and the goal
is to find the shortest tour that visits each line. The best known upper and
lower bounds for the problem in ℝ^d, with d≥ 3, are
NP-hardness and an O(log^3 n)-approximation algorithm which is
based on a reduction to the group Steiner tree problem.
We show that TSP with lines in ℝ^d is APX-hard for any d≥ 3.
More generally, this implies that TSP with k-dimensional flats does not admit
a PTAS for any 1≤ k ≤ d-2 unless P=NP, which gives a
complete classification of the approximability of these problems, as there are
known PTASes for k=0 (i.e., points) and k=d-1 (hyperplanes). We are able to
give a stronger inapproximability factor for d=O(log n) by showing that TSP
with lines does not admit a (2-ϵ)-approximation in d dimensions
under the unique games conjecture. On the positive side, we leverage recent
results on restricted variants of the group Steiner tree problem in order to
give an O(log^2 n)-approximation algorithm for the problem, albeit with a
running time of n^O(loglog n).
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