Hi,
Following the Lagrange cost term of the linear least squares form as given in the problem formulation:
Is it square of 1-norm? Well it does look like that, but I am raising this question since I have usually seen linear least squares as square of 2-norm. This does make a lot of difference in the type of cost function.
Best regards,
Smit