Abstract
The paper deals with a new approach to the construction of a so-called fuzzy probabilistic controller where input-output data are treated as probabilistic sets. It is shown that the notion of a fuzzy controller is embedded in the concept discussed here. First of all the distribution characterization of probabilistic sets is discussed, some operations on probabilistic sets are presented and next the construction of the controller is performed. Numerical examples form an illustration of theoretical investigations.