In this paper we develop a trust region algorithm for constrained parabolic
boundary control problems. For the computation of a trust region step we p
ropose an iterative scheme which is a projected form of the Steihaug trust
region conjugate gradient method. To ensure the good local convergence prop
erties in the terminal phase, a smoothing step at each iteration is added.
This step and the projection require the modification of the standard trust
region algorithm and its convergence proof. The algorithm has sup-norm con
vergence in the terminal phase and L-2 convergence in the global phase. The
results are illustrated for a parabolic boundary control problem.