On Adjacency and e-adjacency in General Hypergraphs: Towards an e-adjacency Tensor

12/21/2017
by   Xavier Ouvrard, et al.
0

Adjacency between two vertices in graphs or hypergraphs is a pairwise relationship. It is redefined in this article as 2-adjacency. In general hypergraphs, hyperedges hold for n-adic relationship. To keep the n-adic relationship the concepts of k-adjacency and e-adjacency are defined. In graphs 2-adjacency and e-adjacency concepts match, just as k-adjacency and e-adjacency do for k-uniform hypergraphs. For general hypergraphs these concepts are different. This paper also contributes in a uniformization process of a general hypergraph to allow the definition of an e-adjacency tensor, viewed as a hypermatrix, reflecting the general hypergraph structure. This symmetric e-adjacency hypermatrix allows to capture not only the degree of the vertices and the cardinality of the hyperedges but also makes a full separation of the different layers of a hypergraph.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
09/01/2018

On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor

In graphs, the concept of adjacency is clearly defined: it is a pairwise...
research
12/21/2017

Adjacency Matrix and Co-occurrence Tensor of General Hypergraphs: Two Well Separated Notions

Adjacency and co-occurrence are two well separated notions: even if they...
research
05/30/2018

Adjacency and Tensor Representation in General Hypergraphs.Part 2: Multisets, Hb-graphs and Related e-adjacency Tensors

HyperBagGraphs (hb-graphs as short) extend hypergraphs by allowing the h...
research
06/30/2023

Scalable tensor methods for nonuniform hypergraphs

While multilinear algebra appears natural for studying the multiway inte...
research
10/30/2022

A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process

Kernels on discrete structures evaluate pairwise similarities between ob...
research
05/08/2021

Multi-layered planar firefighting

Consider a model of fire spreading through a graph; initially some verti...
research
07/25/2018

Three hypergraph eigenvector centralities

Eigenvector centrality is a standard network analysis tool for determini...

Please sign up or login with your details

Forgot password? Click here to reset