MATLAB scripts for proximal methods

N. Parikh and S. Boyd

This page gives Matlab implementations of the examples in our paper on proximal algorithms.

All the scripts require CVX for comparison purposes. You can use the grabcode function built in to MATLAB to obtain the code. Please report any issues to the authors.

Examples

  1. Lasso

  2. Matrix decomposition

  3. Stochastic control

  4. Multi-period portfolio optimization