strict preference, weak preference and incomparability relations. This measure is the first to
capture weak preference relations. We illustrate how this distance measure affords decision
makers greater modeling power to capture their preferences, or uncertainty and ambiguity
around them, by using our proposed distance measure in a multiple criteria aggregation
procedure for mixed evaluations.