  The distribution of eigenvalues of N times N random matrices in the limit N
to infinity is the solution to a variational principle that determines the
ground state energy of a confined fluid of classical unit charges. This fact is
a consequence of a more general theorem, proven here, in the statistical
mechanics of unstable interactions. Our result establishes the eigenvalue
density of some ensembles of random matrices which were not covered by previous
theorems.
