# Exterior penalty function

### From Glossary

A penalty function in which the associated algorithm generates infeasible points, approaching feasibility in the limit towards a solution. An example is to maximize over and let in order to approach the solution to

If, during the penalty iterations, for some finite , then solves the original mathematical program. Otherwise, the idea is that approaches the feasibility condition, , as gets large (though this need not happen without assumptions on and ).