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arXiv 2201.03142cs.DS
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删除至分散图类 II——删除至图类对的改进FPT算法

Deletion to Scattered Graph Classes II -- Improved FPT Algorithms for Deletion to Pairs of Graph Classes

Ashwin Jacob, Diptapriyo Majumdar, Venkatesh Raman

AI总结:

本文研究删除至图类对的问题,为满足特定条件的遗传图类对设计了更简单高效的FPT算法和近似算法,利用分支技术并以单图类删除FPT算法为黑箱。

摘要:

设 Π 为一个遗传图类。删除至 Π 问题以图 G 为输入,要求从 G 中删除最少数量的顶点(或一个固定整数 k),使得所得图属于 Π。这是一个在近似算法和参数化复杂性等范式中被广泛研究的问题。最近,人们开始研究该问题的一个自然扩展:给定一个有限的遗传图类集合,目标是确定能否从给定图中删除 k 个顶点,使得所得图的每个连通分量都属于给定的某个遗传图类。该问题被证明是FPT的,只要对每个给定遗传图类的删除问题是固定参数可解的,并且属于任一图类的性质可在计数一元二阶(CMSO)逻辑中表达。虽然这是利用一些黑箱定理证明的,但当每个遗传图类具有有限禁用集时,已有更快的算法。在本文中,我们深入研究了特定的图类对(Π₁, Π₂),希望所得图的连通分量属于这些图类,并设计了更简单、更高效的FPT算法。我们为满足某些条件的图类对(可能具有无限禁用集)设计了一个通用的FPT算法和近似算法。这些算法覆盖了若干流行的图类对。我们的算法非平凡地利用了分支技术,并将删除至单个图类的FPT算法作为黑箱使用。

英文摘要:

Let $Π$ be a hereditary graph class. The problem of deletion to $Π$, takes as input a graph $G$ and asks for a minimum number (or a fixed integer $k$) of vertices to be deleted from $G$ so that the resulting graph belongs to $Π$. This is a well-studied problem in paradigms including approximation and parameterized complexity. Recently, the study of a natural extension of the problem was initiated where we are given a finite set of hereditary graph classes, and the goal is to determine whether $k$ vertices can be deleted from a given graph so that the connected components of the resulting graph belong to one of the given hereditary graph classes. The problem is shown to be FPT as long as the deletion problem to each of the given hereditary graph classes is fixed-parameter tractable, and the property of being in any of the graph classes is expressible in the counting monodic second order (CMSO) logic. While this was shown using some black box theorems, faster algorithms were shown when each of the hereditary graph classes has a finite forbidden set. In this paper, we do a deep dive on pairs of specific graph classes ($Π_1, Π_2$) in which we would like the connected components of the resulting graph to belong to, and design simpler and more efficient FPT algorithms. We design a general FPT algorithm and approximation algorithm for pairs of graph classes (possibly having infinite forbidden sets) satisfying certain conditions. These algorithms cover several pairs of popular graph classes. Our algorithm makes non-trivial use of the branching technique and as a black box, FPT algorithms for deletion to individual graph classes.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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