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2015 | OriginalPaper | Buchkapitel

Vertex Cover in Conflict Graphs: Complexity and a Near Optimal Approximation

verfasst von : Dongjing Miao, Jianzhong Li, Xianmin Liu, Hong Gao

Erschienen in: Combinatorial Optimization and Applications

Verlag: Springer International Publishing

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Abstract

Given finite number of forests of complete multipartite graph, conflict graph is a sum graph of them. Graph of this class can model many natural problems, such as in database application and others. We show that this property is non-trivial if limiting the number of forests of complete multipartite graph, then study the problem of vertex cover on conflict graph in this paper. The complexity results list as follow,
  • If the number of forests of complete multipartite graph is fixed, conflict graph is non-trivial property, but finding 1.36-approximation algorithms is NP-hard.
  • Given 2 forests of complete multipartite graph and maximum degree less than 7, vertex cover problem of conflict graph is NP-complete. Without the degree restriction, it is shown to be NP-hard to find an algorithm for vertex cover of conflict graph within \(\frac{17}{16}-\varepsilon \), for any \(\varepsilon >0\).
Given conflict graph consists of r forests of complete multipartite graph, we design an approximation algorithm and show that the approximation ratio can be bounded by \(2-\frac{1}{2^r}\). Furthermore, under the assumption of UGC, the approximation algorithm is shown to be near optimal by proving that, it is hard to improve the ratio with a factor independent of the size (number of vertex) of conflict graph.

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Fußnoten
1
A more strict definition is based on the assumption that \(\varphi \) is a conjunction of relation atoms, and the assumption will not affect the expressability of dependencies.
 
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Metadaten
Titel
Vertex Cover in Conflict Graphs: Complexity and a Near Optimal Approximation
verfasst von
Dongjing Miao
Jianzhong Li
Xianmin Liu
Hong Gao
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-26626-8_29