An Approximation Algorithm for Two-Edge-Connected Subgraph Problem via Triangle-Free Two-Edge-Cover

Authors Yusuke Kobayashi , Takashi Noguchi



PDF
Thumbnail PDF

File

LIPIcs.ISAAC.2023.49.pdf
  • Filesize: 0.62 MB
  • 10 pages

Document Identifiers

Author Details

Yusuke Kobayashi
  • Research Institute for Mathematical Sciences, Kyoto University, Japan
Takashi Noguchi
  • Research Institute for Mathematical Sciences, Kyoto University, Japan

Cite AsGet BibTex

Yusuke Kobayashi and Takashi Noguchi. An Approximation Algorithm for Two-Edge-Connected Subgraph Problem via Triangle-Free Two-Edge-Cover. In 34th International Symposium on Algorithms and Computation (ISAAC 2023). Leibniz International Proceedings in Informatics (LIPIcs), Volume 283, pp. 49:1-49:10, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2023)
https://doi.org/10.4230/LIPIcs.ISAAC.2023.49

Abstract

The 2-Edge-Connected Spanning Subgraph problem (2-ECSS) is one of the most fundamental and well-studied problems in the context of network design. We are given an undirected graph G, and the objective is to find a 2-edge-connected spanning subgraph H of G with the minimum number of edges. For this problem, a lot of approximation algorithms have been proposed in the literature. In particular, very recently, Garg, Grandoni, and Ameli gave an approximation algorithm for 2-ECSS with a factor of 1.326, which is the best approximation ratio. In this paper, under the assumption that a maximum triangle-free 2-matching can be found in polynomial time in a graph, we give a (1.3+ε)-approximation algorithm for 2-ECSS, where ε is an arbitrarily small positive fixed constant. Note that a complicated polynomial-time algorithm for finding a maximum triangle-free 2-matching is announced by Hartvigsen in his PhD thesis, but it has not been peer-reviewed or checked in any other way. In our algorithm, we compute a minimum triangle-free 2-edge-cover in G with the aid of the algorithm for finding a maximum triangle-free 2-matching. Then, with the obtained triangle-free 2-edge-cover, we apply the arguments by Garg, Grandoni, and Ameli.

Subject Classification

ACM Subject Classification
  • Theory of computation → Approximation algorithms analysis
  • Mathematics of computing → Combinatorial optimization
Keywords
  • approximation algorithm
  • survivable network design
  • minimum 2-edge-connected spanning subgraph
  • triangle-free 2-matching

Metrics

  • Access Statistics
  • Total Accesses (updated on a weekly basis)
    0
    PDF Downloads

References

  1. Joseph Cheriyan, András Sebő, and Zoltán Szigeti. Improving on the 1.5-approximation of a smallest 2-edge connected spanning subgraph. SIAM Journal on Discrete Mathematics, 14(2):170-180, 2001. URL: https://doi.org/10.1137/S0895480199362071.
  2. Joseph Cheriyan and Ramakrishna Thurimella. Approximating minimum-size k-connected spanning subgraphs via matching. SIAM Journal on Computing, 30(2):528-560, 2000. URL: https://doi.org/10.1137/S009753979833920X.
  3. Gérard Cornuéjols and William Pulleyblank. A matching problem with side conditions. Discrete Mathematics, 29(2):135-159, 1980. URL: https://doi.org/10.1016/0012-365x(80)90002-3.
  4. Artur Czumaj and Andrzej Lingas. On approximability of the minimum-cost k-connected spanning subgraph problem. In Proceedings of the 10th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 1999), pages 281-290, 1999. Google Scholar
  5. Cristina G Fernandes. A better approximation ratio for the minimum size k-edge-connected spanning subgraph problem. Journal of Algorithms, 28(1):105-124, 1998. URL: https://doi.org/10.1006/jagm.1998.0931.
  6. Harold N. Gabow and Suzanne R. Gallagher. Iterated rounding algorithms for the smallest k-edge connected spanning subgraph. SIAM Journal on Computing, 41(1):61-103, 2012. URL: https://doi.org/10.1137/080732572.
  7. Harold N. Gabow, Michel X. Goemans, Éva Tardos, and David P. Williamson. Approximating the smallest k-edge connected spanning subgraph by LP-rounding. Networks, 53(4):345-357, 2009. URL: https://doi.org/10.1002/net.20289.
  8. Mohit Garg, Fabrizio Grandoni, and Afrouz Jabal Ameli. Improved approximation for two-edge-connectivity. In Proceedings of the 34th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2023), pages 2368-2410, 2023. URL: https://doi.org/10.1137/1.9781611977554.ch92.
  9. Fabrizio Grandoni, Afrouz Jabal Ameli, and Vera Traub. Breaching the 2-approximation barrier for the forest augmentation problem. In Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing (STOC 2022), pages 1598-1611, 2022. URL: https://doi.org/10.1145/3519935.3520035.
  10. David Hartvigsen. Extensions of Matching Theory. PhD thesis, Carnegie Mellon University, 1984. Available at URL: https://david-hartvigsen.net.
  11. David Hartvigsen and Yanjun Li. Polyhedron of triangle-free simple 2-matchings in subcubic graphs. Mathematical Programming, 138:43-82, 2013. Google Scholar
  12. Christoph Hunkenschröder, Santosh Vempala, and Adrian Vetta. A 4/3-approximation algorithm for the minimum 2-edge connected subgraph problem. ACM Transactions on Algorithms, 15(4):1-28, 2019. URL: https://doi.org/10.1145/3341599.
  13. Kamal Jain. A factor 2 approximation algorithm for the generalized Steiner network problem. Combinatorica, 21:39-60, 1998. URL: https://doi.org/10.1007/s004930170004.
  14. Samir Khuller and Uzi Vishkin. Biconnectivity approximations and graph carvings. Journal of the ACM, 41(2):214-235, 1994. URL: https://doi.org/10.1145/174652.174654.
  15. Yusuke Kobayashi. A simple algorithm for finding a maximum triangle-free 2-matching in subcubic graphs. Discrete Optimization, 7:197-202, 2010. URL: https://doi.org/10.1016/j.disopt.2010.04.001.
  16. Yusuke Kobayashi. Weighted triangle-free 2-matching problem with edge-disjoint forbidden triangles. Mathematical Programming, 192(1):675-702, 2022. URL: https://doi.org/10.1007/s10107-021-01661-y.
  17. Katarzyna Paluch and Mateusz Wasylkiewicz. A simple combinatorial algorithm for restricted 2-matchings in subcubic graphs - via half-edges. Information Processing Letters, 171:106146, 2021. URL: https://doi.org/10.1016/j.ipl.2021.106146.
  18. Alexander Schrijver. Combinatorial Optimization: Polyhedra and Efficiency, volume 24 of Algorithms and Combinatorics. Springer-Verlag, Berlin, 2003. Google Scholar
  19. András Sebő and Jens Vygen. 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. URL: https://doi.org/10.1007/s00493-014-2960-3.
  20. Vera Traub and Rico Zenklusen. A better-than-2 approximation for weighted tree augmentation. In Proceedings of the IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS 2021), pages 1-12, 2022. URL: https://doi.org/10.1109/FOCS52979.2021.00010.
  21. Vera Traub and Rico Zenklusen. A (1.5+ε)-approximation algorithm for weighted connectivity augmentation. In Proceedings of the 55th Annual ACM Symposium on Theory of Computing (STOC 2023), STOC 2023, pages 1820-1833, 2023. URL: https://doi.org/10.1145/3564246.3585122.
  22. Santosh Vempala and Adrian Vetta. Factor 4/3 approximations for minimum 2-connected subgraphs. In Proceedings of the Third International Workshop on Approximation Algorithms for Combinatorial Optimization (APPROX 2000), pages 262-273, 2000. URL: https://doi.org/10.1007/3-540-44436-X_26.
Questions / Remarks / Feedback
X

Feedback for Dagstuhl Publishing


Thanks for your feedback!

Feedback submitted

Could not send message

Please try again later or send an E-mail