This article deals with the set of closed geodesics on complete
finite type hyperbolic surfaces. For any nonnegative integer
k,
we consider the set of closed geodesics that self-intersect at least
k
times and investigate those of minimal length. The main result is that, if the
surface has at least one cusp, their self-intersection numbers are exactly
k for large
enough
k.