M. Bergounioux et al., A comparison of a Moreau-Yosida-based active set strategy and interior point methods for constrained optimal control problems, SIAM J OPTI, 11(2), 2000, pp. 495-521
This research is devoted to the numerical solution of constrained optimal c
ontrol problems governed by elliptic partial differential equations. The ma
in purpose is a comparison between a recently developed Moreau-Yosida-based
active set strategy involving primal and dual variables and two implementa
tions of interior point algorithms.