Recall, for a convex function f(x),
So, it is possible to define a ``directed distance'':
For example, if , then
and the corresponding entropy measure of an image is
The objective would then be to find the x satisfying the constraints Ax=b that is ``closest'' to y, where y reflects some prior physical knowledge about the optimal x. We call the function y the prior.