Linear reconstruction problems with convex constraints: influence of the a priori data

摘要

In this note we examine, in the context of a concrete and simple example, how the a priori bounds influence the solution of a linear inverse problem with convex constraints. We carry out this analysis using two standard reconstruction algorithms: That of constrained least squares reconstruction and that of maximum entropy in the mean.