Grey relational analysis (GRA) method has been widely applied in solving multiple attribute decision making (MADM) problems. We extend the existing GRA literature by proposing a generalized methodology which provides normalization functions for the benefit, optimum and cost-type attributes and enables decision makers to consider both deterministic and non-deterministic attributes simultaneously. Also, a numerical example was solved in order to obtain illustrative results