A Partial Exact Penalty Function Approach for Constrained Optimization

Nachuan Xiao, Xin Liu, Kim-Chuan Toh

In this paper, we focus on a class of constrained nonlinear optimization problems (NLP), where some of its equality constraints define a closed embedded submanifold $\mathcal{M}$ i…