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In this note we prove that every closed graph $G$ is up to isomorphism a proper interval graph. As a consequence we obtain that there exist linear-time algorithms for closed graph recognition.

组合数学 · 数学 2012-11-27 Marilena Crupi , Giancarlo Rinaldo

Let us be given two graphs $\Gamma_1$, $\Gamma_2$ of $n$ vertices. Are they isomorphic? If they are, the set of isomorphisms from $\Gamma_1$ to $\Gamma_2$ can be identified with a coset $H\cdot\pi$ inside the symmetric group on $n$…

群论 · 数学 2017-10-13 Harald Andrés Helfgott , Jitendra Bajpai , Daniele Dona

We construct a polynomial-time algorithm which given a graph $\Gamma$ finds the full set of non-equivalent Cayley representations of $\Gamma$ over the group $D\cong C_p\times C_{p^k}$, where $p\in\{2,3\}$ and $k\geq 1$. This result implies…

组合数学 · 数学 2021-11-04 Grigory Ryabov

We investigate Cayley graphs of graph products by showing that graph products with vertex groups that have isomorphic Cayley graphs yield isomorphic Cayley graphs.

群论 · 数学 2025-03-20 Marjory Mwanza

We consider the problem of finding a subgraph of a given graph minimizing the sum of given functions at vertices evaluated at their subgraph degrees. While the problem is NP-hard already for bipartite graphs when the functions are convex on…

最优化与控制 · 数学 2021-04-27 Gabriel Deza , Shmuel Onn

We present a new algorithm to decide isomorphism between finite graded algebras. For a broad class of nilpotent Lie algebras, we demonstrate that it runs in time polynomial in the order of the input algebras. We introduce heuristics that…

环与代数 · 数学 2019-05-06 Peter A. Brooksbank , E. A. O'Brien , James B. Wilson

In recent years many algorithms have been developed for finding patterns in graphs and networks. A disadvantage of these algorithms is that they use subgraph isomorphism to determine the support of a graph pattern; subgraph isomorphism is a…

数据结构与算法 · 计算机科学 2015-03-19 Anton Dries , Siegfried Nijssen

The Graph Isomorphism (GI) problem is a theoretically interesting problem because it has not been proven to be in P nor to be NP-complete. Babai made a breakthrough in 2015 when announcing a quasipolynomial time algorithm for GI problem.…

数据结构与算法 · 计算机科学 2020-02-13 Duc Hung Pham , Krishna V. Palem , M. V. Panduranga Rao

In recent years, algorithms and neural architectures based on the Weisfeiler-Leman algorithm, a well-known heuristic for the graph isomorphism problem, emerged as a powerful tool for (supervised) machine learning with graphs and relational…

机器学习 · 计算机科学 2021-11-23 Christopher Morris , Matthias Fey , Nils M. Kriege

For every integer $g$, isomorphism of graphs of Euler genus at most $g$ can be decided in linear time. This improves previously known algorithms whose time complexity is $n^{O(g)}$ (shown in early 1980's), and in fact, this is the first…

数据结构与算法 · 计算机科学 2015-11-10 Ken-ichi Kawarabayashi

The isomorphism problem is known to be efficiently solvable for interval graphs, while for the larger class of circular-arc graphs its complexity status stays open. We consider the intermediate class of intersection graphs for families of…

计算复杂性 · 计算机科学 2017-04-20 Johannes Köbler , Sebastian Kuhnert , Oleg Verbitsky

List colouring is an NP-complete decision problem even if the total number of colours is three. It is hard even on planar bipartite graphs. We give a polynomial-time algorithm for solving list colouring of permutation graphs with a bounded…

离散数学 · 计算机科学 2012-06-25 Jessica Enright , Lorna Stewart , Gabor Tardos

As it follows from G\"odel's incompleteness theorems, any consistent formal system of axioms and rules of inference should imply a true unprovable statement. Actually, this fundamental principle can be efficiently applicable in…

数据结构与算法 · 计算机科学 2020-11-25 Roman Galay , Daniil Kalistratov

In this note we present an algorithm to generate new Schr\" odinger type equations explicitly solvable in terms of orthogonal polynomials or associated special functions.

数学物理 · 物理学 2011-04-08 Nicolae Cotfas , Liviu Adrian Cotfas

In the Graph Isomorphism problem two N-vertex graphs G and G' are given and the task is to determine whether there exists a permutation of the vertices of G that preserves adjacency and transforms G into G'. If yes, then G and G' are said…

量子物理 · 物理学 2014-03-03 Frank Gaitan , Lane Clark

We show that the number of $k$-matching in a given undirected graph $G$ is equal to the number of perfect matching of the corresponding graph $G_k$ on an even number of vertices divided by a suitable factor. If $G$ is bipartite then one can…

计算复杂性 · 计算机科学 2016-08-31 Shmuel Friedland , Daniel Levy

This chapter presents an introduction to graph colouring algorithms. The focus is on vertex-colouring algorithms that work for general classes of graphs with worst-case performance guarantees in a sequential model of computation. The…

数据结构与算法 · 计算机科学 2015-05-22 Thore Husfeldt

We present an example of a result in graph theory that is used to obtain a result in another branch of mathematics. More precisely, we show that the isomorphism of certain directed graphs implies that some trinomials over finite fields have…

组合数学 · 数学 2019-04-23 Robert S. Coulter , Stefaan De Winter , Alex Kodess , Felix Lazebnik

The Longest Path Problem is a question of finding the maximum length between pairs of vertices of a graph. In the general case, the problem is NP-complete. However, there is a small collection of graph classes for which there exists an…

数据结构与算法 · 计算机科学 2024-08-01 Omar Al - Khazali

Graph neural networks have achieved great success in learning node representations for graph tasks such as node classification and link prediction. Graph representation learning requires graph pooling to obtain graph representations from…

机器学习 · 计算机科学 2020-07-22 Zhengyang Wang , Shuiwang Ji