where the parameter cr describes the magnitude of the error in the data in the model equation
(1.1). Here f2 is a bounded, convex region in d-dimensional space, I" denotes the Euclidean
norm in Rd, and I1" denotes the norm on L2 (f2).
Here we will consider a closely related problemmthe minimization of the TV-penalized
least squares functional