This file contains the MATLAB implementation of the active-set method proposed in the following article
𝐡𝐭𝐭𝐩𝐬://𝐚𝐫𝐱𝐢𝐯.𝐨𝐫𝐠/𝐚𝐛𝐬/𝟐𝟐𝟎𝟏.𝟏𝟎𝟐𝟏𝟏
for the solution of convex quadratic programming problems with piecewise-linear terms in the objective.
The repository constists of the following files:
- An outer proximal method of multipliers (PMM),
- an inner semismooth Newton method (SSN),
- two ADMM-based warmstarting procedures,
- as well as two problem examples: i) from PDE-constrained optimization ii) from linear lasso regression.
Links to the datasets are provided.