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Hypothesis testing for graphs has been an important tool in applied research fields for more than two decades, and still remains a challenging problem as one often needs to draw inference from few replicates of large graphs. Recent studies…

机器学习 · 统计学 2018-12-03 Debarghya Ghoshdastidar , Ulrike von Luxburg

It's important to design polynomial time algorithms to test if two graphs are isomorphic at least for some special classes of graphs. An approach to this was presented by Eugene M. Luks(1981) in the work \textit{Isomorphism of Graphs of…

离散数学 · 计算机科学 2012-09-06 Adria Alcala Mena

It is well known that the spectrum and the Smith normal form of a matrix can be computed in polynomial time. Thus, it is interesting to explore how good are these parameters for distinguishing graphs. This is relevant since it is related to…

组合数学 · 数学 2023-09-28 Carlos A. Alfaro , Ralihe R. Villagrán , Octavio Zapata

The graph isomorphism problem is theoretically interesting and also has many practical applications. The best known classical algorithms for graph isomorphism all run in time super-polynomial in the size of the graph in the worst case. An…

量子物理 · 物理学 2011-04-26 David Rosenbaum

A block graph is a graph in which every block is a complete graph. Let $G$ be a block graph and let $A(G)$ be its (0,1)-adjacency matrix. Graph $G$ is called nonsingular (singular) if $A(G)$ is nonsingular (singular). Characterizing…

数据结构与算法 · 计算机科学 2018-11-21 Ranveer Singh , Naomi Shaked-Monderer , Avi Berman

We show how to test the bipartiteness of an intersection graph of n line segments or simple polygons in the plane, or of balls in R^d, in time O(n log n). More generally we find subquadratic algorithms for connectivity and bipartiteness…

计算几何 · 计算机科学 2009-05-23 David Eppstein

We automatically verify the crucial steps in the original proof of correctness of an algorithm which, given a geometric graph satisfying certain additional properties removes edges in a systematic way for producing a connected graph in…

计算机科学中的逻辑 · 计算机科学 2023-11-30 Lucas Böltz , Viorica Sofronie-Stokkermans , Hannes Frey

In this report, we describe a novel graph invariant for computational graphs (colored directed acylic graphs) and how we used it to generate all distinct computational graphs up to isomorphism for small graphs. The algorithm iteratively…

离散数学 · 计算机科学 2019-02-19 Chris Ying

We introduce and study the problem \mpd, which asks for two planar graphs $G_1$ and $G_2$ whether $G_1$ can be embedded such that its dual is isomorphic to $G_2$. Our algorithmic main result is an NP-completeness proof for the general case…

数据结构与算法 · 计算机科学 2013-03-08 Patrizio Angelini , Thomas Bläsius , Ignaz Rutter

We study the complexity of testing if two given matroids are isomorphic. The problem is easily seen to be in $\Sigma_2^p$. In the case of linear matroids, which are represented over polynomially growing fields, we note that the problem is…

计算复杂性 · 计算机科学 2008-11-25 Raghavendra Rao B. V. , Jayalal M. N. Sarma

This paper presents a new graph isomorphism invariant, called $\mathfrak{w}$-labeling, that can be used to design a polynomial-time algorithm for solving the graph isomorphism problem for various graph classes. For example, all…

数据结构与算法 · 计算机科学 2023-01-24 Alpár Jüttner , Péter Madarasi

The graph isomorphism is to determine whether two graphs are isomorphic. A closely related problem is automorphism detection, where an isomorphism between two graphs is a bijection between their vertex sets that preserves adjacency, and an…

社会与信息网络 · 计算机科学 2019-11-18 Can Lu , Jeffrey Xu Yu , Zhiwei Zhang , Hong Cheng

Presented approach in polynomial time calculates large number of invariants for each vertex, which won't change with graph isomorphism and should fully determine the graph. For example numbers of closed paths of length k for given starting…

计算复杂性 · 计算机科学 2008-05-19 Jarek Duda

We introduce a connection between a near-term quantum computing device, specifically a Gaussian boson sampler, and the graph isomorphism problem. We propose a scheme where graphs are encoded into quantum states of light, whose properties…

量子物理 · 物理学 2021-04-08 Kamil Bradler , Shmuel Friedland , Josh Izaac , Nathan Killoran , Daiqin Su

We present an algorithm for determining whether a bipartite graph $G$ is 2-chordal (formerly doubly chordal bipartite). At its core this algorithm is an extension of the existing efficient algorithm for determining whether a graph is…

组合数学 · 数学 2021-04-13 Austin Alderete

We consider complete graphs with edge weights and/or node weights taking values in some set. In the first part of this paper, we show that a large number of graphs are completely determined, up to isomorphism, by the distribution of their…

组合数学 · 数学 2007-10-11 Mireille Boutin , Gregor Kemper

Suppose we are given two graphs on $n$ vertices. We define an observable in the Hilbert space $\Co[(S_n \wr S_2)^m]$ which returns the answer ``yes'' with certainty if the graphs are isomorphic and ``no'' with probability at least…

量子物理 · 物理学 2007-05-23 Mark Ettinger , Peter Hoyer

We investigate the computational complexity of the graph primality testing problem with respect to the direct product (also known as Kronecker, cardinal or tensor product). In [1] Imrich proves that both primality testing and a unique prime…

计算复杂性 · 计算机科学 2025-11-06 Luca Calderoni , Luciano Margara , Moreno Marzolla

Graph polynomials are graph parameters invariant under graph isomorphisms which take values in a polynomial ring with a fixed finite number of indeterminates. We study graph polynomials from a model theoretic point of view. In this paper we…

逻辑 · 数学 2018-05-24 J. A. Makowsky , E. V. Ravve , T. Kotek

Let $G$ be a graph on $n$ vertices with adjacency matrix $A$, and let $\mathbf{1}$ be the all-ones vector. We call $G$ controllable if the set of vectors $\mathbf{1}, A\mathbf{1}, \dots, A^{n-1}\mathbf{1}$ spans the whole space…

组合数学 · 数学 2023-09-12 Aida Abiad , Anuj Dawar , Octavio Zapata