 Value function of variational regularization

For a nonnegative regulariser $J$, the optimal objective value is non-decreasing and concave in the positive regularization parameter. If $J(0)=0$ and $D(0)<\infty$, comparison with zero makes it finite and a locally Lipschitz function away from parameter zero.