DAG 优势图的固定参数算法

IF 0.9 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Theoretical Computer Science Pub Date : 2024-09-03 DOI:10.1016/j.tcs.2024.114819
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引用次数: 0

摘要

DAG G=(V,E) 的弱支配图 Γ 是一个 d 维图,如果在 G 中存在从顶点 u 到顶点 v 的有向路径,那么在 Γ 的每一个 D 维中,D(u)<D(v)都是有向路径,其中 D(w) 是顶点 w∈V 在 Γ 的 D 维中的坐标。如果在 Γ 的每个维度 D 中,D(u)<D(v),但并不存在从 u 到 v 的路径,那么我们就有一条虚假隐含路径(fip)。尽量减少虚假路径的数量是一个重要的理论和实际问题。计算二维弱支配图的 fips 数量最小是 NP-hard。我们证明,这个问题是由维度 d 和模宽 mw 参数化的 FPT 问题。我们证明的一个关键要素是 "压缩"(Compaction Lemma),在这里我们展示了一个有趣的特性,即任何弱支配图都能以最少的点数绘制 G。弱支配性的这一 FPT 结果本身就很有趣,因为 fip 最小化问题是 NP-hard,它被用来证明我们的主要贡献。计算 G 的支配维度,即 G 具有 d 维支配图(fips 为 0 的弱支配图)的最小维数 d,是一个众所周知的 NP 难问题。我们证明了 G 的优势维数以 mw2(或 mw,如果 mw<4 则为 mw)为界,并且计算 G 的优势维数是一个参数为 mw 的 FPT 问题。据我们所知,这是第一个计算 DAG 优势维度的 FPT 算法。
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A fixed-parameter algorithm for dominance drawings of DAGs

A weak dominance drawing Γ of a DAG G=(V,E) is a d-dimensional drawing such that D(u)<D(v) for every dimension D of Γ if there is a directed path from a vertex u to a vertex v in G, where D(w) is the coordinate of vertex wV in dimension D of Γ. If D(u)<D(v) for every dimension D of Γ, but there is no path from u to v, we have a falsely implied path (fip). Minimizing the number of fips is an important theoretical and practical problem. Computing 2-dimensional weak dominance drawings with minimum number of fips is NP-hard. We show that this problem is FPT parameterized by the dimension d and the modular width mw. A key ingredient of our proof is the Compaction Lemma, where we show an interesting property of any weak dominance drawing of G with the minimum number of fips. This FPT result in weak dominance, which is interesting by itself because the fip-minimization problem is NP-hard, is used to prove our main contributions. Computing the dominance dimension of G, that is, the minimum number of dimensions d for which G has a d-dimensional dominance drawing (a weak dominance drawing with 0 fips), is a well-known NP-hard problem. We show that the dominance dimension of G is bounded by mw2 (or mw, if mw<4) and that computing the dominance dimension of G is an FPT problem with parameter mw. As far as we know, this the first FPT-algorithm to compute the dominance dimension of a DAG.

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来源期刊
Theoretical Computer Science
Theoretical Computer Science 工程技术-计算机:理论方法
CiteScore
2.60
自引率
18.20%
发文量
471
审稿时长
12.6 months
期刊介绍: Theoretical Computer Science is mathematical and abstract in spirit, but it derives its motivation from practical and everyday computation. Its aim is to understand the nature of computation and, as a consequence of this understanding, provide more efficient methodologies. All papers introducing or studying mathematical, logic and formal concepts and methods are welcome, provided that their motivation is clearly drawn from the field of computing.
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