1. Dual Parameterization of Weighted Coloring
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Júlio Araújo, Ignasi Sau, Ana Roberta Vilarouca da Silva, Vinícius Fernandes dos Santos, Carlos F. R. A. C. Lima, Victor Campos, Universidade Federal do Ceará = Federal University of Ceará (UFC), Departamento de Ciência da Computação [Minas Gerais] (DCC - UFMG), Universidade Federal de Minas Gerais [Belo Horizonte] (UFMG), Algorithmes, Graphes et Combinatoire (ALGCO), Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier (LIRMM), Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM), Parallelism, Graphs and Optimization Research Group (ParGO), and ANR-16-CE40-0028,DE-MO-GRAPH,Décomposition de Modèles Graphiques(2016)
- Subjects
FOS: Computer and information sciences ,Polynomial ,Weight function ,General Computer Science ,Parameterized complexity ,Minimum weight ,G.2.2 ,0102 computer and information sciences ,Computational Complexity (cs.CC) ,Polynomial kernel ,01 natural sciences ,FPT algorithm ,Combinatorics ,Computer Science - Data Structures and Algorithms ,Weighted coloring ,Partition (number theory) ,Data Structures and Algorithms (cs.DS) ,Split graphs ,[INFO]Computer Science [cs] ,0101 mathematics ,[MATH]Mathematics [math] ,Kernel size ,000 Computer science, knowledge, general works ,Applied Mathematics ,010102 general mathematics ,F.2.2 ,Binary logarithm ,Graph ,Computer Science Applications ,Computer Science - Computational Complexity ,Dual parameterization ,05C15 ,010201 computation theory & mathematics ,Computer Science ,Interval graphs - Abstract
Given a graph $G$, a proper $k$-coloring of $G$ is a partition $c = (S_i)_{i\in [1,k]}$ of $V(G)$ into $k$ stable sets $S_1,\ldots, S_{k}$. Given a weight function $w: V(G) \to \mathbb{R}^+$, the weight of a color $S_i$ is defined as $w(i) = \max_{v \in S_i} w(v)$ and the weight of a coloring $c$ as $w(c) = \sum_{i=1}^{k}w(i)$. Guan and Zhu [Inf. Process. Lett., 1997] defined the weighted chromatic number of a pair $(G,w)$, denoted by $\sigma(G,w)$, as the minimum weight of a proper coloring of $G$. The problem of determining $\sigma(G,w)$ has received considerable attention during the last years, and has been proved to be notoriously hard: for instance, it is NP-hard on split graphs, unsolvable on $n$-vertex trees in time $n^{o(\log n)}$ unless the ETH fails, and W[1]-hard on forests parameterized by the size of a largest tree. In this article we provide some positive results for the problem, by considering its so-called dual parameterization: given a vertex-weighted graph $(G,w)$ and an integer $k$, the question is whether $\sigma(G,w) \leq \sum_{v \in V(G)} w(v) - k$. We prove that this problem is FPT by providing an algorithm running in time $9^k \cdot n^{O(1)}$, and it is easy to see that no algorithm in time $2^{o(k)} \cdot n^{O(1)}$ exists under the ETH. On the other hand, we present a kernel with at most $(2^{k-1}+1) (k-1)$ vertices, and we rule out the existence of polynomial kernels unless ${\sf NP} \subseteq {\sf coNP} / {\sf poly}$, even on split graphs with only two different weights. Finally, we identify some classes of graphs on which the problem admits a polynomial kernel, in particular interval graphs and subclasses of split graphs, and in the latter case we present lower bounds on the degrees of the polynomials., Comment: 13 pages
- Published
- 2020
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