We first recall some theorems on the extrema of functions defined on a
compact manifold M invariant under the action of a finite group actin
g on M and blend them with Morse theory. We apply this study to functi
ons on two- or three-dimensional Brillouin zones invariant under cryst
al symmetry and time reversal. After recalling some facts on invariant
theory, we give explicitly the general form of these functions for th
e 13 arithmetic classes in two dimensions.