杀死漩涡

IF 2.3 2区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Journal of the ACM Pub Date : 2024-05-14 DOI:10.1145/3664648
Dimitrios Thilikos, Sebastian Wiederrecht
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引用次数: 0

摘要

罗伯逊(Robertson)和西摩(Seymour)提出的 "图最小值结构定理"(Graph Minors Structure Theorem)认为,对于每个图 H,每个无 H 最小值的图都可以通过 "几乎可嵌入 "图的簇和得到。这里的 "几乎可嵌入 "图指的是通过将有界路径宽度的图 "有序地 "粘贴到有界数的面上(称为涡面),然后再添加有界数的额外顶点(称为顶点)和任意邻域,就能从有界欧拉源图中得到的图。我们的主要成果是对所有图 H 进行全面分类,对于这些图 H,可以避免在上述定理中使用漩涡。为此,我们确定了一个(参数)图 \(\mathscr{S}_t\),并证明了所有 \(\mathscr{S}_t\)-minor-free图都可以通过删除一定数量的顶点后嵌入有界欧拉属表面的图的clique-sums得到。我们证明了这一结果的严密性,即只要 H 不是某个 \(t\in \mathbb {N} 的 \(\mathscr{S}_t\) 的 minor,那么对于无 H minor 的图来说,涡旋的出现就无法避免。我们的结果与已知的复杂性结果相结合,意味着完全匹配数可多项式计算的次要封闭图类的完整特征:它们正是那些不包含每个 minor(\mathscr{S}_t\)的图类。这为计算小封闭类中的完全匹配问题提供了一个尖锐的复杂性二分法。
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Killing a Vortex

The Graph Minors Structure Theorem of Robertson and Seymour asserts that, for every graph H, every H-minor-free graph can be obtained by clique-sums of “almost embeddable” graphs. Here a graph is “almost embeddable” if it can be obtained from a graph of bounded Euler-genus by pasting graphs of bounded pathwidth in an “orderly fashion” into a bounded number of faces, called the vortices, and then adding a bounded number of additional vertices, called apices, with arbitrary neighborhoods. Our main result is a full classification of all graphs H for which the use of vortices in the theorem above can be avoided. To this end we identify a (parametric) graph \(\mathscr{S}_t\) and prove that all \(\mathscr{S}_t\)-minor-free graphs can be obtained by clique-sums of graphs embeddable in a surface of bounded Euler-genus after deleting a bounded number of vertices. We show that this result is tight in the sense that the appearance of vortices cannot be avoided for H-minor-free graphs, whenever H is not a minor of \(\mathscr{S}_t\) for some \(t\in \mathbb {N}. \) Using our new structure theorem, we design an algorithm that, given an \(\mathscr{S}_t\)-minor-free graph G, computes the generating function of all perfect matchings of G in polynomial time. Our results, combined with known complexity results, imply a complete characterization of minor-closed graph classes where the number of perfect matchings is polynomially computable: They are exactly those graph classes that do not contain every \(\mathscr{S}_t\) as a minor. This provides a sharp complexity dichotomy for the problem of counting perfect matchings in minor-closed classes.

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来源期刊
Journal of the ACM
Journal of the ACM 工程技术-计算机:理论方法
CiteScore
7.50
自引率
0.00%
发文量
51
审稿时长
3 months
期刊介绍: The best indicator of the scope of the journal is provided by the areas covered by its Editorial Board. These areas change from time to time, as the field evolves. The following areas are currently covered by a member of the Editorial Board: Algorithms and Combinatorial Optimization; Algorithms and Data Structures; Algorithms, Combinatorial Optimization, and Games; Artificial Intelligence; Complexity Theory; Computational Biology; Computational Geometry; Computer Graphics and Computer Vision; Computer-Aided Verification; Cryptography and Security; Cyber-Physical, Embedded, and Real-Time Systems; Database Systems and Theory; Distributed Computing; Economics and Computation; Information Theory; Logic and Computation; Logic, Algorithms, and Complexity; Machine Learning and Computational Learning Theory; Networking; Parallel Computing and Architecture; Programming Languages; Quantum Computing; Randomized Algorithms and Probabilistic Analysis of Algorithms; Scientific Computing and High Performance Computing; Software Engineering; Web Algorithms and Data Mining
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