  Using a recent result of Bogdanov and Guterman on the linear preservers of
pairs of simultaneously diagonalizable matrices, we determine all the
automorphisms of the vector space M_n(R) which stabilize the set of
diagonalizable matrices. To do so, we investigate the structure of linear
subspaces of diagonalizable matrices of M_n(R) with maximal dimension.
