Another important symmetric matrix associated with a graph is the Laplacian matrix. This is the matrix , with the arc-node incidence matrix. It can be shown that the element of the Laplacian matrix is given by
See also:
Arc-node incidence matrix of a graph.
Edge-weight matrix of a graph.