The Hermitian adjacency matrix of a mixed graph with no loops and at most one edge or arc between each pair
of vertices has entries for an undirected edge,
for an arc
,
for an arc
,
and
otherwise. Here
is the imaginary unit. This
convention makes
a Hermitian matrix, so
all its eigenvalues are real (Song and Lin 2026).
For an undirected graph, is the ordinary adjacency
matrix. A single arc
instead gives
Its eigenvalues are and
. The matrix exponential
is a unitary matrix used to define perfect
state transfer on mixed graphs.