We study the problem of determining, for a polynomial function f on a
vector space V, the linear transformations g of V such that fg=f. In
case f is invariant under a simple algebraic group G acting irreducibly on
V, we note that the subgroup of GL(V) stabilizing f often has identity
component G and we give applications realizing various groups, including the
largest exceptional group E8, as automorphism groups of polynomials and
algebras. We show that starting with a simple group G and an irreducible
representation V, one can almost always find an f whose stabilizer has
identity component G and that no such f exists in the short list of
excluded cases. This relies on our core technical result, the enumeration of
inclusions G<H≤SL(V) such that V/H has the same dimension as V/G.
The main results of this paper are new even in the special case where k is
the complex numbers.Comment: v2 has a new title, reorganized early material, and section 6 on the
adjoint representation is new; v3 has many small improvements to the tex