Abstract
We give a constant factor approximation algorithm for the Asymmetric Traveling Salesman Problem on shortest path metrics of directed graphs with two different edge weights. For the case of unit edge weights, the first constant factor approximation was given recently in [17]. This was accomplished by introducing an easier problem called Local-Connectivity ATSP and showing that a good solution to this problem can be used to obtain a constant factor approximation for ATSP. In this paper, we solve Local-Connectivity ATSP for two different edge weights. The solution is based on a flow decomposition theorem for solutions of the Held-Karp relaxation, which may be of independent interest.
Please refer to the full version (http://arxiv.org/abs/1511.07038) for proofs and more detailed explanations (with figures).
O. Svensson—Supported by ERC Starting Grant 335288-OptApprox.
L.A. Végh—Supported by EPSRC First Grant EP/M02797X/1.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
An estimation algorithm is a polynomial-time algorithm for approximating/estimating the optimal value without necessarily finding a solution to the problem.
- 2.
For ATSP, we can think of a node-weighted graph as an edge-weighted graph where the weight of an edge (u, v) equals the node weight of u.
References
Anari, N., Gharan, S.O.: Effective-resistance-reducing flows and asymmetric TSP. CoRR, abs/1411.4613 (2014)
Arora, S., Grigni, M., Karger, D.R., Klein, P.N., Woloszyn, A.: A polynomial-time approximation scheme for weighted planar graph TSP. In: Proceedings of SODA, vol. 98, pp. 33–41 (1998)
Asadpour, A., Goemans, M.X., Madry, A., Gharan, S.O., Saberi, A.: An O(log n/ log log n)-approximation algorithm for the asymmetric traveling salesman problem. In: Proceedings of SODA, pp. 379–389 (2010)
Berman, P., Karpinski, M.: 8/7-approximation algorithm for (1, 2)-TSP. In: Proceedings of SODA, pp. 641–648 (2006)
Bläser, M.: A 3/4-approximation algorithm for maximum ATSP with weights zero and one. In: Jansen, K., Khanna, S., Rolim, J.D.P., Ron, D. (eds.) RANDOM 2004 and APPROX 2004. LNCS, vol. 3122, pp. 61–71. Springer, Heidelberg (2004)
Christofides, N.: Worst-case analysis of a new heuristic for the travelling salesman problem. Technical report, DTIC Document (1976)
Erickson, J., Sidiropoulos, A.: A near-optimal approximation algorithm for asymmetric TSP on embedded graphs. In: Proceedings of SOCG, p. 130 (2014)
Frieze, A.M., Galbiati, G., Maffioli, F.: On the worst-case performance of some algorithms for the asymmetric traveling salesman problem. Networks 12(1), 23–39 (1982)
Gharan, S.O., Saberi, A.: The asymmetric traveling salesman problem on graphs with bounded genus. In: Proceedings of SODA, pp. 967–975. SIAM (2011)
Gharan, S.O., Saberi, A., Singh, M.: A randomized rounding approach to the traveling salesman problem. In: Proceedings of FOCS, pp. 550–559 (2011)
Grigni, M., Koutsoupias, E., Papadimitriou, C.H.: An approximation scheme for planar graph TSP. In: Proceedings of FOCS, pp. 640–645 (1995)
Karpinski, M., Lampis, M., Schmied, R.: New inapproximability bounds for TSP. J. Comput. Syst. Sci. 81(8), 1665–1677 (2015)
Mömke, T., Svensson, O.: Approximating graphic TSP by matchings. In: 2011 Proceedings of FOCS, pp. 560–569 (2011)
Mucha, M.: 13/9-approximation for graphic TSP. In: Proceedings of STACS, pp. 30–41 (2012)
Papadimitriou, C.H., Yannakakis, M.: The traveling salesman problem with distances one and two. Math. Oper. Res. 18(1), 1–11 (1993)
Sebő, A., Vygen, J.: Shorter tours by nicer ears: 7/5-approximation for the graph-TSP, 3/2 for the path version, and 4/3 for two-edge-connected subgraphs. Combinatorica 34(5), 597–629 (2014)
Svensson, O.: Approximating ATSP by relaxing connectivity. In: Proceedings of FOCS (2015)
Williamson, D.P., Shmoys, D.B.: The Design of Approximation Algorithms. Cambridge University Press, New York (2011)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Svensson, O., Tarnawski, J., Végh, L.A. (2016). Constant Factor Approximation for ATSP with Two Edge Weights. In: Louveaux, Q., Skutella, M. (eds) Integer Programming and Combinatorial Optimization. IPCO 2016. Lecture Notes in Computer Science(), vol 9682. Springer, Cham. https://doi.org/10.1007/978-3-319-33461-5_19
Download citation
DOI: https://doi.org/10.1007/978-3-319-33461-5_19
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-33460-8
Online ISBN: 978-3-319-33461-5
eBook Packages: Computer ScienceComputer Science (R0)