nLab adjacency matrix

Definition

In graph theory, an adjacency matrix for a finite multigraph or pseudograph with $n$ vertices is an $n$ by $n$ matrix of natural numbers which encodes the number of edges between each vertex: entry $a_{i, j}$ in the matrix is the number of edges between vertex $v_i$ and $v_j$.

Properties

Let $G$ be a finite multigraph, and let $A$ be the associated adjacency matrix. Then the matrix power $A^n$ encodes the number of walks? between each vertex: entry $b_{i, j}$ in $A^n$ is the number of walks between vertex $v_i \in G$ and $v_j \in G$.

Related concepts

• matrix

 References

• Wikipedia, Adjacency matrix