Abstract
A Universal TSP tour on a metric space is a total order defined over all points in the space, such that an approximate traveling salesman tour on any finite subset can be found by visiting each point of the subset in the induced order. The performance of a UTSP tour is evaluated by comparing the worst-case ratio of the length of the induced tour to the length of the optimal TSP tour over all subsets of size n. This problem has attracted significant interest over the past thirty years, especially in the case where the locations are points in the Euclidean plane.
For points in the plane Platzman and Bartholdi [J. ACM, 36(4):719–737, 1989] achieved a competitive ratio of \(O(\log n)\) using an ordering derived from the Sierpinski curve. We introduce the notion of hierarchical orderings which captures all the commonly discussed orderings for the UTSP, including those derived from the Sierpinski, Hilbert, Lebesgue and Peano curves.
Our main result is a lower bound of \(\varOmega (\log n)\) on the competitive ratio of any Universal TSP tour using hierachical orderings. This is an improvement for this setting on the best known lower bound for Universal TSP on the plane for arbitrary orderings of \(\varOmega \left( \root 6 \of {\frac{\log n}{\log \log n}}\, \right) \) due to Hajiaghayi et al. [Proc. of SODA, 649–658, 2006].
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Notes
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The angle between a pair of edges is the angle at which the lines going through them meet.
References
Arora, S.: Polynomial time approximation schemes for Euclidean traveling salesman and other geometric problems. J. ACM 45(5), 753–782 (1998)
Bartal, Y.: Probabilistic approximations of metric spaces and its algorithmic applications. In: Proceedings of the 37th Annual IEEE Symposium on Foundations of Computer Science, pp. 184–193 (1996)
Bertsimas, D., Grigni, M.: Worst-case examples for the spacefilling curve heuristic for the Euclidean traveling salesman problem. Oper. Res. Lett. 8(5), 241–244 (1989)
Bhalgat, A., Chakrabarty, D., Khanna, S.: Optimal lower bounds for universal and differentially private steiner trees and TSPs. In: Goldberg, L.A., Jansen, K., Ravi, R., Rolim, J.D.P. (eds.) APPROX/RANDOM -2011. LNCS, vol. 6845, pp. 75–86. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-22935-0_7
Christodoulou, G., Sgouritsa, A.: An improved upper bound for the universal TSP on the grid. In: Proceedings of the 28th Annual ACM-SIAM Symposium on Discrete Algorithms, pp. 1006–1021 (2017)
Christofides, N.: Worst-case analysis of a new heuristic for the travelling salesman problem. Technical report, CMU Technical Report (1976)
Efrat, A., Katz, M.J., Nielsen, F., Sharir, M.: Dynamic data structures for fat objects and their applications. Comput. Geom. 15(4), 215–227 (2000)
Fakcharoenphol, J., Rao, S., Talwar, K.: A tight bound on approximating arbitrary metrics by tree metrics. J. Comput. Syst. Sci. 69(3), 485–497 (2004)
Gorodezky, I., Kleinberg, R.D., Shmoys, D.B., Spencer, G.: Improved lower bounds for the universal and a priori TSP. In: Serna, M., Shaltiel, R., Jansen, K., Rolim, J. (eds.) APPROX/RANDOM -2010. LNCS, vol. 6302, pp. 178–191. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-15369-3_14
Gupta, A., Hajiaghayi, M.T., Räcke, H.: Oblivious network design. In: Proceedings of the 17th Annual ACM-SIAM Symposium on Discrete Algorithms, pp. 970–979 (2006)
Hajiaghayi, M.T., Kleinberg, R.D., Leighton, F.T.: Improved lower and upper bounds for universal TSP in planar metrics. In: Proceedings of the 17th Annual ACM-SIAM Symposium on Discrete Algorithms, pp. 649–658 (2006)
Jia, L., Lin, G., Noubir, G., Rajaraman, R., Sundaram, R.: Universal approximations for TSP, Steiner tree, and set cover. In: Proceedings of the 37th Annual ACM Symposium on Theory of Computing, pp. 386–395 (2005)
Karp, R.M.: Reducibility among combinatorial problems. In: Miller, R.E., Thatcher, J.W., Bohlinger, J.D. (eds.) Complexity of Computer Computations, pp. 85–103. The IBM Research Symposia Series. Springer, Boston (1972). https://doi.org/10.1007/978-1-4684-2001-2_9
Karpinski, M., Lampis, M., Schmied, R.: New inapproximability bounds for TSP. J. Comput. Syst. Sci. 81(8), 1665–1677 (2015)
Papadimitriou, C.H.: The Euclidean traveling salesman problem is NP-complete. Theor. Comput. Sci. 4(3), 237–244 (1977)
Platzman, L.K., Bartholdi III, J.J.: Spacefilling curves and the planar travelling salesman problem. J. ACM 36(4), 719–737 (1989)
Schalekamp, F., Shmoys, D.B.: Algorithms for the universal and a priori TSP. Oper. Res. Lett. 36(1), 1–3 (2008)
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Eades, P., Mestre, J. (2020). An Optimal Lower Bound for Hierarchical Universal Solutions for TSP on the Plane. In: Kim, D., Uma, R., Cai, Z., Lee, D. (eds) Computing and Combinatorics. COCOON 2020. Lecture Notes in Computer Science(), vol 12273. Springer, Cham. https://doi.org/10.1007/978-3-030-58150-3_18
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