Dealing with inconsistent judgments in multiple criteria sorting models

Abstract. Sorting models consist in assigning alternatives evaluated on several criteria to ordered categories. To implement such models it is necessary to set the values of the preference parameters used in the model. Rather than fixing the values of these parameters directly, a usual approach is to infer these values from assign-ment examples provided by the decision maker (DM), i.e., alternatives for whic