The source condition in variational regularization at an exact solution is the existence of a source element such that
For a Hilbert data space one identifies with . If satisfies and , then every other exact solution obeys the subgradient inequality
Hence is a J-minimizing solution. This is source-condition certification of a penalty-minimizing solution.