Extreme ranking analysis in robust ordinal regression

► Consideration of extreme results (ranks and scores) for each alternative. ► Mixed-integer programming models for indicating the best and the worst ranks. ► Robust ordinal regression applied to PROMETHEE methods. ► Novel methods for multiple criteria choice and group decision problems. ► Selection of the representative model corresponding to extreme ranking results.