A class of error tolerant pattern discrimination functions

摘要

A general pattern recognition problem is posed in Hilbert space. Two new solutions are then given and it is shown that the sensitivity of the pattern recognition functions to pattern perturbation can be a priori controlled. A series of examples demonstrate the principal results in a variety of settings.