Fixed-Parameter Tractability of Directed Multiway Cut Parameterized by the Size of the Cutset

Given a directed graph $G$, a set of $k$ terminals, and an integer $p$, the Directed Vertex Multiway Cut problem asks whether there is a set $S$ of at most $p$ (nonterminal) vertices whose removal disconnects each terminal from all other terminals. Directed Edge Multiway Cut is the analogous problem...

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Vydané v:SIAM journal on computing Ročník 42; číslo 4; s. 1674 - 1696
Hlavní autori: Chitnis, Rajesh, Hajiaghayi, MohammadTaghi, Marx, Dániel
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Philadelphia Society for Industrial and Applied Mathematics 01.01.2013
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Abstract Given a directed graph $G$, a set of $k$ terminals, and an integer $p$, the Directed Vertex Multiway Cut problem asks whether there is a set $S$ of at most $p$ (nonterminal) vertices whose removal disconnects each terminal from all other terminals. Directed Edge Multiway Cut is the analogous problem where $S$ is a set of at most $p$ edges. These two problems are indeed known to be equivalent. A natural generalization of the multiway cut is the Multicut problem, in which we want to disconnect only a set of $k$ given pairs instead of all pairs. Marx [Theoret. Comput. Sci., 351 (2006), pp. 394--406] showed that in undirected graphs Vertex/Edge Multiway cut is fixed-parameter tractable (FPT) parameterized by $p$. Marx and Razgon [Proceedings of the 43rd ACM Symposium on Theory of Computing, 2011, pp. 469--478] showed that undirected Multicut is FPT and Directed Multicut is W[1]-hard parameterized by $p$. We complete the picture here by our main result, which is that both Directed Vertex Multiway Cut and Directed Edge Multiway Cut can be solved in time $2^{2^{O(p)}}n^{O(1)}$, i.e., FPT parameterized by size $p$ of the cutset of the solution. This answers an open question raised by the aforementioned papers. It follows from our result that Directed Edge/Vertex Multicut is FPT for the case of $k=2$ terminal pairs, which answers another open problem raised by Marx and Razgon. [PUBLICATION ABSTRACT]
AbstractList Given a directed graph $G$, a set of $k$ terminals, and an integer $p$, the Directed Vertex Multiway Cut problem asks whether there is a set $S$ of at most $p$ (nonterminal) vertices whose removal disconnects each terminal from all other terminals. Directed Edge Multiway Cut is the analogous problem where $S$ is a set of at most $p$ edges. These two problems are indeed known to be equivalent. A natural generalization of the multiway cut is the Multicut problem, in which we want to disconnect only a set of $k$ given pairs instead of all pairs. Marx [Theoret. Comput. Sci., 351 (2006), pp. 394--406] showed that in undirected graphs Vertex/Edge Multiway cut is fixed-parameter tractable (FPT) parameterized by $p$. Marx and Razgon [Proceedings of the 43rd ACM Symposium on Theory of Computing, 2011, pp. 469--478] showed that undirected Multicut is FPT and Directed Multicut is W[1]-hard parameterized by $p$. We complete the picture here by our main result, which is that both Directed Vertex Multiway Cut and Directed Edge Multiway Cut can be solved in time $2^{2^{O(p)}}n^{O(1)}$, i.e., FPT parameterized by size $p$ of the cutset of the solution. This answers an open question raised by the aforementioned papers. It follows from our result that Directed Edge/Vertex Multicut is FPT for the case of $k=2$ terminal pairs, which answers another open problem raised by Marx and Razgon. [PUBLICATION ABSTRACT]
Given a directed graph $G$, a set of $k$ terminals, and an integer $p$, the Directed Vertex Multiway Cut problem asks whether there is a set $S$ of at most $p$ (nonterminal) vertices whose removal disconnects each terminal from all other terminals. Directed Edge Multiway Cut is the analogous problem where $S$ is a set of at most $p$ edges. These two problems are indeed known to be equivalent. A natural generalization of the multiway cut is the Multicut problem, in which we want to disconnect only a set of $k$ given pairs instead of all pairs. Marx [Theoret. Comput. Sci. , 351 (2006), pp. 394--406] showed that in undirected graphs Vertex/Edge Multiway cut is fixed-parameter tractable (FPT) parameterized by $p$. Marx and Razgon [Proceedings of the 43rd ACM Symposium on Theory of Computing , 2011, pp. 469--478] showed that undirected Multicut is FPT and Directed Multicut is W[1]-hard parameterized by $p$. We complete the picture here by our main result, which is that both Directed Vertex Multiway Cut and Directed Edge Multiway Cut can be solved in time $22O(p)}}nO(1)}$, i.e., FPT parameterized by size $p$ of the cutset of the solution. This answers an open question raised by the aforementioned papers. It follows from our result that Directed Edge/Vertex Multicut is FPT for the case of $k=2$ terminal pairs, which answers another open problem raised by Marx and Razgon.
Author Marx, Dániel
Hajiaghayi, MohammadTaghi
Chitnis, Rajesh
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Snippet Given a directed graph $G$, a set of $k$ terminals, and an integer $p$, the Directed Vertex Multiway Cut problem asks whether there is a set $S$ of at most $p$...
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SubjectTerms Algorithms
Approximation
Computation
Disengaging
Equivalence
Graph theory
Graphs
Integers
Mathematical models
Terminals
Title Fixed-Parameter Tractability of Directed Multiway Cut Parameterized by the Size of the Cutset
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