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2020 | OriginalPaper | Chapter

Parameterized Algorithms for Directed Modular Width

Authors : Raphael Steiner, Sebastian Wiederrecht

Published in: Algorithms and Discrete Applied Mathematics

Publisher: Springer International Publishing

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Abstract

Many well-known \(\mathsf {NP}\)-hard algorithmic problems on directed graphs resist efficient parameterizations with most known width measures for directed graphs, such as directed treewidth, DAG-width, Kelly-width and many others. While these focus on measuring how close a digraph is to an oriented tree resp. a directed acyclic graph, in this paper, we investigate directed modular width as a parameter, which is closer to the concept of clique-width. We investigate applications of modular decompositions of directed graphs to a wide range of algorithmic problems and derive FPT algorithms for several well-known digraph-specific \(\mathsf {NP}\)-hard problems, namely minimum (weight) directed feedback vertex set, minimum (weight) directed dominating set, digraph colouring, directed Hamiltonian path/cycle, partitioning into paths, (capacitated) vertex-disjoint directed paths, and the directed subgraph homeomorphism problem. The latter yields a polynomial-time algorithm for detecting topological minors in digraphs of bounded directed modular width. Finally we illustrate that other structural digraph parameters, such as directed pathwidth and cycle-rank can be computed efficiently using directed modular width as a parameter.

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Footnotes
2
Reachability in directed graphs is a simple special case of the max-flow problem and can be solved using one of the well-known polynomial algorithms for this task (see for instance [12]).
 
Literature
2.
5.
go back to reference Chen, J., Liu, Y., Lu, S., O’Sullivan, B., Razgon, I.: A fixed-parameter algorithm for the directed feedback vertex set problem. J. ACM 55(5), 21 (2008)MathSciNetMATHCrossRef Chen, J., Liu, Y., Lu, S., O’Sullivan, B., Razgon, I.: A fixed-parameter algorithm for the directed feedback vertex set problem. J. ACM 55(5), 21 (2008)MathSciNetMATHCrossRef
6.
7.
go back to reference Courcelle, B.: The expression of graph properties and graph transformations in monadic second-order logic. In: Handbook of Graph Grammars and Computing By Graph Transformation: Volume 1: Foundations, pp. 313–400. World Scientific (1997) Courcelle, B.: The expression of graph properties and graph transformations in monadic second-order logic. In: Handbook of Graph Grammars and Computing By Graph Transformation: Volume 1: Foundations, pp. 313–400. World Scientific (1997)
8.
go back to reference Courcelle, B., Engelfriet, J.: Graph Structure and Monadic Second-Order Logic: A Language-Theoretic Approach, vol. 138. Cambridge University Press, New York (2012)MATHCrossRef Courcelle, B., Engelfriet, J.: Graph Structure and Monadic Second-Order Logic: A Language-Theoretic Approach, vol. 138. Cambridge University Press, New York (2012)MATHCrossRef
9.
10.
go back to reference Courcelle, B., Makowsky, J.A., Rotics, U.: Linear time solvable optimization problems on graphs of bounded clique-width. Theory Comput. Syst. 33(2), 125–150 (2000)MathSciNetMATHCrossRef Courcelle, B., Makowsky, J.A., Rotics, U.: Linear time solvable optimization problems on graphs of bounded clique-width. Theory Comput. Syst. 33(2), 125–150 (2000)MathSciNetMATHCrossRef
11.
go back to reference Cygan, M., Marx, D., Pilipczuk, M.: The planar directed k-vertex-disjoint paths problem is fixed-parameter tractable. In: 2013 IEEE 54th Annual Symposium on Foundations of Computer Science, pp. 197–206 (2013) Cygan, M., Marx, D., Pilipczuk, M.: The planar directed k-vertex-disjoint paths problem is fixed-parameter tractable. In: 2013 IEEE 54th Annual Symposium on Foundations of Computer Science, pp. 197–206 (2013)
12.
go back to reference Edmonds, J., Karp, R.M.: Theoretical improvements in algorithmic efficiency for network flow problems. J. ACM 19, 248–264 (1972)MATHCrossRef Edmonds, J., Karp, R.M.: Theoretical improvements in algorithmic efficiency for network flow problems. J. ACM 19, 248–264 (1972)MATHCrossRef
13.
16.
go back to reference Fomin, F.V., Golovach, P.A., Lokshtanov, D., Saurabh, S.: Intractability of clique-width parameterizations. SIAM J. Comput. 39(5), 1941–1956 (2010)MathSciNetMATHCrossRef Fomin, F.V., Golovach, P.A., Lokshtanov, D., Saurabh, S.: Intractability of clique-width parameterizations. SIAM J. Comput. 39(5), 1941–1956 (2010)MathSciNetMATHCrossRef
17.
18.
go back to reference Frank, A.: Packing paths, circuits and cuts-a survey. In: Paths, Flows, and VLSI-Layout, pp. 47–100. Springer-Verlag, Berlin (1990) Frank, A.: Packing paths, circuits and cuts-a survey. In: Paths, Flows, and VLSI-Layout, pp. 47–100. Springer-Verlag, Berlin (1990)
21.
go back to reference Ganian, R., Hliněný, P., Kneis, J., Langer, A., Obdržálek, J., Rossmanith, P.: Digraph width measures in parameterized algorithmics. Discrete Appl. Math. 168, 88–107 (2014)MathSciNetMATHCrossRef Ganian, R., Hliněný, P., Kneis, J., Langer, A., Obdržálek, J., Rossmanith, P.: Digraph width measures in parameterized algorithmics. Discrete Appl. Math. 168, 88–107 (2014)MathSciNetMATHCrossRef
22.
go back to reference Garey, M.R., Johnson, D.S.: Computers and Intractability; A Guide to the Theory of NP-Completeness. W. H. Freeman & Co., New York (1990)MATH Garey, M.R., Johnson, D.S.: Computers and Intractability; A Guide to the Theory of NP-Completeness. W. H. Freeman & Co., New York (1990)MATH
23.
go back to reference Giannopoulou, A.C., Hunter, P., Thilikos, D.M.: Lifo-search: a min-max theorem and a searching game for cycle-rank and tree-depth. Discrete Appl. Math. 160(15), 2089–2097 (2012)MathSciNetMATHCrossRef Giannopoulou, A.C., Hunter, P., Thilikos, D.M.: Lifo-search: a min-max theorem and a searching game for cycle-rank and tree-depth. Discrete Appl. Math. 160(15), 2089–2097 (2012)MathSciNetMATHCrossRef
24.
go back to reference Grohe, M., Kawarabayashi, K.I., Marx, D., Wollan, P.: Finding topological subgraphs is fixed-parameter tractable. In: Proceedings of the Forty-third Annual ACM Symposium on Theory of Computing, STOC 2011, New York, NY, USA, pp. 479–488 (2011) Grohe, M., Kawarabayashi, K.I., Marx, D., Wollan, P.: Finding topological subgraphs is fixed-parameter tractable. In: Proceedings of the Forty-third Annual ACM Symposium on Theory of Computing, STOC 2011, New York, NY, USA, pp. 479–488 (2011)
26.
go back to reference Hunter, P., Kreutzer, S.: Digraph measures: kelly decompositions, games, and orderings. Theor. Comput. Sci. 399(3), 206–219 (2008)MathSciNetMATHCrossRef Hunter, P., Kreutzer, S.: Digraph measures: kelly decompositions, games, and orderings. Theor. Comput. Sci. 399(3), 206–219 (2008)MathSciNetMATHCrossRef
27.
28.
29.
go back to reference McConnella, R.M., de Montgolfier, F.: Linear time modular decomposition of directed graphs. Discrete Appl. Math. 145, 198–209 (2005)MathSciNetMATHCrossRef McConnella, R.M., de Montgolfier, F.: Linear time modular decomposition of directed graphs. Discrete Appl. Math. 145, 198–209 (2005)MathSciNetMATHCrossRef
30.
go back to reference Millani, M.G., Steiner, R., Wiederrecht, S.: Colouring non-even digraphs. Technical report (2019, submitted). arXiv Preprint, arXiv:1903.02872 Millani, M.G., Steiner, R., Wiederrecht, S.: Colouring non-even digraphs. Technical report (2019, submitted). arXiv Preprint, arXiv:​1903.​02872
31.
go back to reference N. Robertson, P.D.S.: An outline of a disjoint paths algorithm. In: Paths, Flows, and VLSI-Layout, pp. 267–292. Springer-Verlag, Berlin (1990) N. Robertson, P.D.S.: An outline of a disjoint paths algorithm. In: Paths, Flows, and VLSI-Layout, pp. 267–292. Springer-Verlag, Berlin (1990)
32.
go back to reference Plesník, J.: The NP-completeness of the Hamiltonian cycle problem in planar digraphs with degree bound two. Inform. Process. Lett. 8(4), 199–201 (1979)MathSciNetMATHCrossRef Plesník, J.: The NP-completeness of the Hamiltonian cycle problem in planar digraphs with degree bound two. Inform. Process. Lett. 8(4), 199–201 (1979)MathSciNetMATHCrossRef
33.
Metadata
Title
Parameterized Algorithms for Directed Modular Width
Authors
Raphael Steiner
Sebastian Wiederrecht
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-39219-2_33

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