A trust region method for parabolic boundary control problems

Citation
Ct. Kelley et Ew. Sachs, A trust region method for parabolic boundary control problems, SIAM J OPTI, 9(4), 1999, pp. 1064-1081
Citations number
23
Categorie Soggetti
Mathematics
Journal title
SIAM JOURNAL ON OPTIMIZATION
ISSN journal
10526234 → ACNP
Volume
9
Issue
4
Year of publication
1999
Pages
1064 - 1081
Database
ISI
SICI code
1052-6234(1999)9:4<1064:ATRMFP>2.0.ZU;2-F
Abstract
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.