Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2018/iii/paper-326/3/1/d/solution

Comparison with zero and nonnegativity of the two terms gives
Therefore
For a concrete variational regularization example, take a Hilbert space and . The bound forces in norm. Since is a bounded linear operator, , and continuity of the squared norm gives
The same conclusion is not forced by for a regulariser with a nontrivial zero set.

New to topics? Read the docs here!