diff --git a/examples/plot_ista.py b/examples/plot_ista.py index d6359905..c8c3d71a 100755 --- a/examples/plot_ista.py +++ b/examples/plot_ista.py @@ -12,7 +12,9 @@ mathematically translates to solving the following constrained problem: .. math:: - \quad \|\mathbf{Op}\mathbf{x}- \mathbf{b}\|_2 <= \sigma, + \|\mathbf{x}\|_0 \quad \text{subject to} \quad + \|\mathbf{Op}\,\mathbf{x}-\mathbf{y}\|_2^2 \leq \sigma^2, + while IRLS, ISTA and FISTA solve an uncostrained problem with a L1 regularization term: