A general aggregation formalism for multi criteria decision making (MCDM) applications is presented that allows us to represent the existing aggregation operators as well as generate the new ones. Using this formalism, we develop new discriminative aggregation operators for aiding MCDM. Four families of the proposed discriminative aggregation operators are developed and applied in a managerial decision making application.