  We construct multigrid methods for an elliptic distributed optimal control
problem that are robust with respect to a regularization parameter. We prove
the uniform convergence of the $W$-cycle algorithm and demonstrate the
performance of $V$-cycle and $W$-cycle algorithms in two and three dimensions
through numerical experiments.
