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Parameterized Algorithms for Minimum Sum Vertex Cover

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LATIN 2024: Theoretical Informatics (LATIN 2024)

Abstract

Minimum sum vertex cover of an n-vertex graph G is a bijection \(\phi : V(G) \rightarrow [n]\) that minimizes the cost \(\sum _{\{u,v\} \in E(G)} \min \{\phi (u), \phi (v) \}\). Finding a minimum sum vertex cover of a graph (the MSVC problem) is NP-hard. MSVC is studied well in the realm of approximation algorithms. The best-known approximation factor in polynomial time for the problem is 16/9 [Bansal, Batra, Farhadi, and Tetali, SODA 2021]. Recently, Stankovic [APPROX/RANDOM 2022] proved that achieving an approximation ratio better than 1.014 for MSVC is NP-hard, assuming the Unique Games Conjecture. We study the MSVC problem from the perspective of parameterized algorithms. The parameters we consider are the size of a minimum vertex cover and the size of a minimum clique modulator of the input graph. We obtain the following results.

  • MSVC can be solved in \(2^{2^{O(k)}} n^{O(1)}\) time, where k is the size of a minimum vertex cover.

  • MSVC can be solved in \(f(k)\cdot n^{O(1)}\) time for some computable function f, where k is the size of a minimum clique modulator.

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Notes

  1. 1.

    Proofs of results marked with \(\star \) are omitted due to paucity of space.

References

  1. Bakken, O.R.: Arrangement problems parameterized by neighbourhood diversity. Master’s thesis, The University of Bergen (2018)

    Google Scholar 

  2. Bansal, N., Batra, J., Farhadi, M., Tetali, P.: Improved approximations for min sum vertex cover and generalized min sum set cover. In: Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 998–1005 (2021)

    Google Scholar 

  3. Bar-Noy, A., Bellare, M., Halldórsson, M.M., Shachnai, H., Tamir, T.: On chromatic sums and distributed resource allocation. Inf. Comput. 140(2), 183–202 (1998)

    Article  MathSciNet  Google Scholar 

  4. Barenholz, U., Feige, U., Peleg, D., et al.: Improved approximation for min-sum vertex cover. 81, 06–07 (2006). http://wisdomarchive.wisdom.weizmann.ac.il

  5. Basiak, M., Bienkowski, M., Tatarczuk, A.: An improved deterministic algorithm for the online min-sum set cover problem. arXiv preprint arXiv:2306.17755 (2023)

  6. Bienkowski, M., Mucha, M.: An improved algorithm for online min-sum set cover. In: AAAI, pp. 6815–6822 (2023)

    Google Scholar 

  7. Burer, S., Monteiro, R.D.: A projected gradient algorithm for solving the maxcut sdp relaxation. Optim. Methods Softw. 15(3–4), 175–200 (2001)

    Article  MathSciNet  Google Scholar 

  8. Chen, J., Kanj, I.A., Xia, G.: Improved upper bounds for vertex cover. Theoret. Comput. Sci. 411(40–42), 3736–3756 (2010)

    Article  MathSciNet  Google Scholar 

  9. Chung, F.R.: On optimal linear arrangements of trees. Comput. Math. Appl. 10(1), 43–60 (1984)

    MathSciNet  Google Scholar 

  10. Dregi, M.S., Lokshtanov, D.: Parameterized complexity of bandwidth on trees. In: Esparza, J., Fraigniaud, P., Husfeldt, T., Koutsoupias, E. (eds.) Automata, Languages, and Programming, pp. 405–416. Springer Berlin Heidelberg, Berlin, Heidelberg (2014). https://doi.org/10.1007/978-3-662-43948-7_34

    Chapter  Google Scholar 

  11. Dubey, C., Feige, U., Unger, W.: Hardness results for approximating the bandwidth. J. Comput. Syst. Sci. 77(1), 62–90 (2011)

    Article  MathSciNet  Google Scholar 

  12. Feige, U., Lovász, L., Tetali, P.: Approximating min sum set cover. Algorithmica 40, 219–234 (2004)

    Article  MathSciNet  Google Scholar 

  13. Fellows, M.R., Lokshtanov, D., Misra, N., Rosamond, F.A., Saurabh, S.: Graph layout problems parameterized by vertex cover. In: Hong, S.-H., Nagamochi, H., Fukunaga, T. (eds.) Algorithms and Computation, pp. 294–305. Springer Berlin Heidelberg, Berlin, Heidelberg (2008). https://doi.org/10.1007/978-3-540-92182-0_28

    Chapter  Google Scholar 

  14. Fernau, H.: Parameterized algorithmics for linear arrangement problems. Discret. Appl. Math. 156(17), 3166–3177 (2008)

    Article  MathSciNet  Google Scholar 

  15. Fotakis, D., Kavouras, L., Koumoutsos, G., Skoulakis, S., Vardas, M.: The online min-sum set cover problem. In: 47th International Colloquium on Automata, Languages, and Programming, ICALP, pp. 51:1–51:16 (2020)

    Google Scholar 

  16. Garey, M.R., Graham, R.L., Johnson, D.S., Knuth, D.E.: Complexity results for bandwidth minimization. SIAM J. Appl. Math. 34(3), 477–495 (1978)

    Article  MathSciNet  Google Scholar 

  17. Garey, M.R., Johnson, D.S., Stockmeyer, L.: Some simplified np-complete problems. In: Symposium on the Theory of Computing (STOC), pp. 47–63 (1974)

    Google Scholar 

  18. Gavril, F.: Some np-complete problems on graphs. In: Proceedings of the Conference on Information Science and Systems, 1977, pp. 91–95 (1977)

    Google Scholar 

  19. Gera, R., Rasmussen, C., Stanica, P., Horton, S.: Results on the min-sum vertex cover problem. Tech. rep, NAVAL POSTGRADUATE SCHOOL MONTEREY CA DEPT OF APPLIED MATHEMATICS (2006)

    Google Scholar 

  20. Gima, T., Kim, E.J., Köhler, N., Melissinos, N., Vasilakis, M.: Bandwidth parameterized by cluster vertex deletion number. arXiv preprint arXiv:2309.17204 (2023)

  21. Gurari, E.M., Sudborough, I.H.: Improved dynamic programming algorithms for bandwidth minimization and the mincut linear arrangement problem. J. Algorithms 5(4), 531–546 (1984)

    Article  MathSciNet  Google Scholar 

  22. Gutin, G., Rafiey, A., Szeider, S., Yeo, A.: The linear arrangement problem parameterized above guaranteed value. Theor. Comput. Syst. 41, 521–538 (2007)

    Article  MathSciNet  Google Scholar 

  23. Harper, L.H.: Optimal assignments of numbers to vertices. J. Soc. Ind. Appl. Math. 12(1), 131–135 (1964)

    Article  MathSciNet  Google Scholar 

  24. Karp, R.M.: Reducibility among combinatorial problems. In: Complexity of computer computations Proc. Sympos., pp. 85–103 (1972)

    Google Scholar 

  25. Khot, S., Regev, O.: Vertex cover might be hard to approximate to within 2- \(\varepsilon \). J. Comput. Syst. Sci. 74(3), 335–349 (2008)

    Article  MathSciNet  Google Scholar 

  26. Lokshtanov, D.: Parameterized integer quadratic programming: Variables and coefficients. arXiv preprint arXiv:1511.00310 (2015)

  27. Makedon, F.S., Papadimitriou, C.H., Sudborough, I.H.: Topological bandwidth. SIAM J. Algebraic Discr. Methods 6(3), 418–444 (1985)

    Article  MathSciNet  Google Scholar 

  28. Mohan, S.R., Acharya, B., Acharya, M.: A sufficiency condition for graphs to admit greedy algorithm in solving the minimum sum vertex cover problem. In: International Conference on Process Automation, Control and Computing, pp. 1–5. IEEE (2011)

    Google Scholar 

  29. Monien, B.: The bandwidth minimization problem for caterpillars with hair length 3 is np-complete. SIAM J. Algebraic Discr. Methods 7(4), 505–512 (1986)

    Article  MathSciNet  Google Scholar 

  30. Papadimitriou, C.H.: The np-completeness of the bandwidth minimization problem. Computing 16(3), 263–270 (1976)

    Article  MathSciNet  Google Scholar 

  31. Rasmussen, C.W.: On efficient construction of minimum-sum vertex covers (2006)

    Google Scholar 

  32. Stanković, A.: Some results on approximability of minimum sum vertex cover. In: Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX/RANDOM 2022). vol. 245, pp. 50:1–50:16 (2022)

    Google Scholar 

  33. Thilikos, D.M., Serna, M., Bodlaender, H.L.: Cutwidth i: a linear time fixed parameter algorithm. J. Algorithms 56(1), 1–24 (2005)

    Article  MathSciNet  Google Scholar 

  34. Yannakakis, M.: A polynomial algorithm for the min-cut linear arrangement of trees. J. ACM (JACM) 32(4), 950–988 (1985)

    Article  MathSciNet  Google Scholar 

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Correspondence to Shubhada Aute .

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Aute, S., Panolan, F. (2024). Parameterized Algorithms for Minimum Sum Vertex Cover. In: Soto, J.A., Wiese, A. (eds) LATIN 2024: Theoretical Informatics. LATIN 2024. Lecture Notes in Computer Science, vol 14579. Springer, Cham. https://doi.org/10.1007/978-3-031-55601-2_13

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  • DOI: https://doi.org/10.1007/978-3-031-55601-2_13

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