Inexact Iterative Bregman Method for Optimal Control Problems

ABSTRACT

In this article, we investigate an inexact iterative regularization method based on generalized Bregman distances of an optimal control problem with control constraints. We show robustness and convergence of the inexact Bregman method under a regularity assumption, which is a combination of a source condition and a regularity assumption on the active sets. We also take the discretization error into account. Numerical results are presented to demonstrate the algorithm.

KEYWORDS:

• Bregman distance
• inexact Bregman method
• optimal control
• source condition

MATHEMATICS SUBJECT CLASSIFICATION:

• 49N45
• 49M30
• 65K10