Gnostical theory of uncertain data (GT) is a new approach to the processing of data influenced by uncertainty. For GT, as for any theory of data processing, the problem of characterizing optimality principles leading to estimators is of primary interest. Solving of the problem is the main topic of this paper. The optimality principles are formulated as specific variational theorems.
62B10, 62A01, 62G05