Skip to main content
Log in

Beating the 2-approximation factor for global bicut

  • Full Length Paper
  • Series A
  • Published:
Mathematical Programming Submit manuscript

Abstract

In the fixed-terminal bicut problem, the input is a directed graph with two specified nodes s and t and the goal is to find a smallest subset of edges whose removal ensures that s cannot reach tandt cannot reach s. In the global bicut problem, the input is a directed graph and the goal is to find a smallest subset of edges whose removal ensures that there exist two nodes s and t such that s cannot reach tandt cannot reach s. Fixed-terminal bicut and global bicut are natural extensions of \(\{s,t\}\)-min cut and global min-cut respectively, from undirected graphs to directed graphs. Fixed-terminal bicut is NP-hard, admits a simple 2-approximation, and does not admit a \((2-\epsilon )\)-approximation for any constant \(\epsilon >0\) assuming the unique games conjecture. In this work, we show that global bicut admits a \((2-1/448)\)-approximation, thus improving on the approximability of the global variant in comparison to the fixed-terminal variant.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  1. Angelidakis, H., Makarychev, Y., Manurangsi, P.: An improved integrality gap for the Călinescu–Karloff–Rabani relaxation for multiway cut. In: Proceedings of the 19th International Conference on Integer Programming and Combinatorial Optimization, IPCO’17, pp. 40–50 (2017)

  2. Chekuri, C., Madan, V.: Approximating multicut and the demand graph. In: Proceedings of the 28th Annual ACM-SIAM Symposium on Discrete Algorithms, SODA’17, pp. 855–874 (2017)

  3. Cheung, K., Cunningham, W., Tang, L.: Optimal 3-terminal cuts and linear programming. Math. Program. 106(1), 1–23 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  4. Călinescu, G., Karloff, H., Rabani, Y.: An improved approximation algorithm for multiway cut. J. Comput. Syst. Sci. 60(3), 564–574 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  5. Dahlhaus, E., Johnson, D., Papadimitriou, C., Seymour, P., Yannakakis, M.: The complexity of multiterminal cuts. SIAM J. Comput. 23(4), 864–894 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  6. Erbacher, R., Jaeger, T., Talele, N., Teutsch, J.: Directed multicut with linearly ordered terminals. Preprint: arXiv:1407.7498 (2014)

  7. Garg, N., Vazirani, V., Yannakakis, M.: Multiway cuts in directed and node weighted graphs. In: Proceedings of the 20th International Colloquium on Automata, Languages and Programming, ICALP’94, pp. 487–498 (1994)

  8. Goldschmidt, O., Hochbaum, D.: A polynomial algorithm for the k-cut problem for fixed k. Math. Oper. Res. 19(1), 24–37 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  9. Karger, D., Klein, P., Stein, C., Thorup, M., Young, N.: Rounding algorithms for a geometric embedding of minimum multiway cut. Math. Oper. Res. 29(3), 436–461 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  10. Karger, D., Motwani, R.: Derandomization through approximation. In: Proceedings of the 26th Annual ACM Symposium on Theory of Computing, STOC’94, pp. 497–506 (1994)

  11. Karger, D., Stein, C.: A new approach to the minimum cut problem. J. ACM 43(4), 601–640 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  12. Khot, S.: On the power of unique 2-prover 1-round games. In: Proceedings of the 34th Annual ACM Symposium on Theory of Computing, STOC’02, pp. 767–775 (2002)

  13. Lee, E.: Improved hardness for cut, interdiction, and firefighter problems. In: Proceedings of the 44th International Colloquium on Automata, Languages, and Programming, ICALP, pp. 92:1–92:14 (2017)

  14. Manokaran, R., Naor, J., Raghavendra, P., Schwartz, R.: SDP gaps and UGC hardness for multiway cut, 0-extension, and metric labeling. In: Proceedings of the 40th Annual ACM Symposium on Theory of Computing, STOC’08, pp. 11–20 (2008)

  15. Queyranne, M.: On optimum \(k\)-way partitions with submodular costs and minimum part-size constraints. Talk Slides, https://smartech.gatech.edu/bitstream/handle/1853/43309/Queyranne.pdf (2012). Accessed 26 Mar 2018

  16. Saran, H., Vazirani, V.: Finding k cuts within twice the optimal. SIAM J. Comput. 24(1), 101–108 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  17. Sharma, A., Vondrák, J.: Multiway cut, pairwise realizable distributions, and descending thresholds. In: Proceedings of the 46th Annual ACM Symposium on Theory of Computing, STOC’14, pp. 724–733 (2014)

  18. Thorup, M.: Minimum \(k\)-way cuts via deterministic greedy tree packing. In: Proceedings of the 40th Annual ACM Symposium on Theory of Computing, STOC’08, pp. 159–166 (2008)

  19. Vazirani, V., Yannakakis, M.: Suboptimal cuts: their enumeration, weight and number (extended abstract). In: Proceedings of the 19th International Colloquium on Automata, Languages and Programming, ICALP’92, pp. 366–377 (1992)

Download references

Acknowledgements

The authors would like to thank the anonymous reviewers for their helpful comments in improving the presentation of this work.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Karthekeyan Chandrasekaran.

Additional information

A preliminary version of this work appeared in the 20th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems (APPROX 2017).

Kristóf Bérczi and Tamás Király are supported by the Hungarian National Research, Development and Innovation Office – NKFIH Grants K109240 and K120254 and by the ÚNKP-17-4 New National Excellence Program of the Ministry of Human Capacities.

Chao Xu is supported in part by NSF Grant CCF-1526799.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (pdf 890 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bérczi, K., Chandrasekaran, K., Király, T. et al. Beating the 2-approximation factor for global bicut. Math. Program. 177, 291–320 (2019). https://doi.org/10.1007/s10107-018-1270-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10107-018-1270-8

Keywords

Mathematics Subject Classification

Navigation