Nonsmooth method for constrained optimization
  We propose an implicit iterative algorithm for an exact penalty method arising from inequality constrained optimization problems. A rapidly convergent fixed point method is developed for a regularized penalty functional. The applicability and feasibility of the proposed method is demonstrated using large scale inequality constrained problems. 
Kazufumi Ito, Tomoya Takeuchi
math.OC