Operations Research.
iteratively solve equality-constrained problems as the weight decays. Use of Logarithmic Barriers (weighted by 1/t) (cited from [1]) Augmented Lagrangian: - Assume all the constraints are inequality constraints. - Augment the Lagrangian with penalty terms that penalize it only when the constraints