Algorithmic Lower Bounds for Problems Parameterized by Clique-width [chapter]

Fedor V. Fomin, Petr A. Golovach, Daniel Lokshtanov, Saket Saurabh
2010 Proceedings of the Twenty-First Annual ACM-SIAM Symposium on Discrete Algorithms  
Many NP-hard problems can be solved efficiently when the input is restricted to graphs of bounded tree-width or cliquewidth. In particular, by the celebrated result of Courcelle, every decision problem expressible in monadic second order logic is fixed parameter tractable when parameterized by the tree-width of the input graph. On the other hand if we restrict ourselves to graphs of clique-width at most t, then there are many natural problems for which the running time of the best known
more » ... ms is of the form n f (t) , where n is the input length and f is some function. It was an open question whether natural problems like Graph Coloring, Max-Cut, Edge Dominating Set, and Hamiltonian Path are fixed parameter tractable when parameterized by the clique-width of the input graph. As a first step toward obtaining lower bounds for clique-width parameterizations, in [SODA 2009 ], we showed that unless FPT =W[1], there is no algorithm with run time O(g(t) · n c ), for some function g and a constant c not depending on t, for Graph Coloring, Edge Dominating Set and Hamiltonian Path. But the lower bounds obtained in [SODA 2009 ] are weak when compared to the upper bounds on the time complexity of the known algorithms for these problems when parameterized by the clique-width. In this paper, we obtain the asymptotically tight bounds for Max-Cut and Edge Dominating Set by showing that both problems • cannot be solved in time f (t)n o(t) , unless Exponential Time Hypothesis (ETH) collapses; and • can be solved in time n O(t) , where f is an arbitrary function of t, on input of size n and clique-width at most t. We obtain our lower bounds by giving non-trivial structure-preserving "linear FPT reductions". 493
doi:10.1137/1.9781611973075.42 dblp:conf/soda/FominGLS10 fatcat:tglopfqqmjfdlosg7pu4xqnzsy