An automorphism of a graph
is a permutation
of its point set
such that
if and only if
.
Given
, we have a linear transformation
on
defined by
for
,
. That
is an automorphism
is expressed by
. It follows that
preserves the eigenspaces
of
.
(More generally, if
is a group of automorphisms of
then we find a linear representation of degree
of
.)
We denote the group of all automorphisms of
by
.
One would expect that when
is large, then
tends to be large, so that
has only few
distinct eigenvalues. And indeed the arguments below will
show that a transitive group of automorphisms does not go
very well together with simple eigenvalues.
Suppose
, say
.
Since
preserves
we must have
.
So either
is constant on the orbits of
, or
has even order,
, and
is constant on the
orbits of
. For the Perron-Frobenius eigenvector we are
always in the former case.
Proof:
(i) Suppose
. Then
induces a partition
of
into two equal parts:
,
where
for
and
for
. Now
for
.
(ii) If
, then we find 3
pairwise orthogonal
-vectors, and a partition of
into
four equal parts.
(iii) There are not enough integers
between
and
.
For more details, see Cvetkovic, Doob & Sachs [6], Chapter 5.