1 Research interests Marc Pirlot Background: Mathematics and Operational Research MCDA (multi-criteria decision aid) Work done or current (central): Axiomatization of aggregation procedures (max-min, outranking, …) Study of conjoint measurement models of preference relations Study of specific partial order structures (e.g. semiorders) as models of preference Application of MCDA methods in real cases: choice of road pavement and surfacing, choice of cooling system in power plant, …
2 Less central: Optimization, metaheuristics Multiobjective optimization Research interests in connection with Cost Action: Elicitation of preference models Axiomatized conjoint measurement models (e.g. non- compensatory sorting model of Bouyssou and Marchant) Theoretical study of optimal exact algorithms for eliciting the parameters of the model (e.g. which coalitions of criteria are sufficient?) Indirect methods for eliciting (learning) a preference model (e.g. methods based on linear programming like UTA)
3 Network in Belgium: MathRO (FPMs, Mons): metaheuristics in multiobjective combinatorial optimization; flexible constraint satisfaction SMG (ULB, Brussels: Y. De Smet, Ph. Vincke): multi- criteria classification, multi-criteria auctions Th. Marchant, Dept Data Analysis, UGent (delegate for the Flemish part of Belgium): voting theory, measurement theory B. De Baets, Dept Applied Math., Biometrics and Process Control, UGent: modelization of imprecision and uncertainty in intelligent knowledge based systems, fuzzy sets, fuzzy preferences