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.
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MSVC can be solved in \(2^{2^{O(k)}} n^{O(1)}\) time, where k is the size of a minimum vertex cover.
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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.
Proofs of results marked with \(\star \) are omitted due to paucity of space.
References
Bakken, O.R.: Arrangement problems parameterized by neighbourhood diversity. Master’s thesis, The University of Bergen (2018)
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)
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)
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
Basiak, M., Bienkowski, M., Tatarczuk, A.: An improved deterministic algorithm for the online min-sum set cover problem. arXiv preprint arXiv:2306.17755 (2023)
Bienkowski, M., Mucha, M.: An improved algorithm for online min-sum set cover. In: AAAI, pp. 6815–6822 (2023)
Burer, S., Monteiro, R.D.: A projected gradient algorithm for solving the maxcut sdp relaxation. Optim. Methods Softw. 15(3–4), 175–200 (2001)
Chen, J., Kanj, I.A., Xia, G.: Improved upper bounds for vertex cover. Theoret. Comput. Sci. 411(40–42), 3736–3756 (2010)
Chung, F.R.: On optimal linear arrangements of trees. Comput. Math. Appl. 10(1), 43–60 (1984)
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
Dubey, C., Feige, U., Unger, W.: Hardness results for approximating the bandwidth. J. Comput. Syst. Sci. 77(1), 62–90 (2011)
Feige, U., Lovász, L., Tetali, P.: Approximating min sum set cover. Algorithmica 40, 219–234 (2004)
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
Fernau, H.: Parameterized algorithmics for linear arrangement problems. Discret. Appl. Math. 156(17), 3166–3177 (2008)
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)
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)
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)
Gavril, F.: Some np-complete problems on graphs. In: Proceedings of the Conference on Information Science and Systems, 1977, pp. 91–95 (1977)
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)
Gima, T., Kim, E.J., Köhler, N., Melissinos, N., Vasilakis, M.: Bandwidth parameterized by cluster vertex deletion number. arXiv preprint arXiv:2309.17204 (2023)
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)
Gutin, G., Rafiey, A., Szeider, S., Yeo, A.: The linear arrangement problem parameterized above guaranteed value. Theor. Comput. Syst. 41, 521–538 (2007)
Harper, L.H.: Optimal assignments of numbers to vertices. J. Soc. Ind. Appl. Math. 12(1), 131–135 (1964)
Karp, R.M.: Reducibility among combinatorial problems. In: Complexity of computer computations Proc. Sympos., pp. 85–103 (1972)
Khot, S., Regev, O.: Vertex cover might be hard to approximate to within 2- \(\varepsilon \). J. Comput. Syst. Sci. 74(3), 335–349 (2008)
Lokshtanov, D.: Parameterized integer quadratic programming: Variables and coefficients. arXiv preprint arXiv:1511.00310 (2015)
Makedon, F.S., Papadimitriou, C.H., Sudborough, I.H.: Topological bandwidth. SIAM J. Algebraic Discr. Methods 6(3), 418–444 (1985)
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)
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)
Papadimitriou, C.H.: The np-completeness of the bandwidth minimization problem. Computing 16(3), 263–270 (1976)
Rasmussen, C.W.: On efficient construction of minimum-sum vertex covers (2006)
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)
Thilikos, D.M., Serna, M., Bodlaender, H.L.: Cutwidth i: a linear time fixed parameter algorithm. J. Algorithms 56(1), 1–24 (2005)
Yannakakis, M.: A polynomial algorithm for the min-cut linear arrangement of trees. J. ACM (JACM) 32(4), 950–988 (1985)
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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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