Integration and propagation of a multi-criteria decision making model in constraint programming

Integration and propagation of a multi-criteria decision making model in constraint programming

0.00 Avg rating0 Votes
Article ID: iaor2007433
Country: Netherlands
Volume: 12
Issue: 4/5
Start Page Number: 329
End Page Number: 346
Publication Date: Sep 2006
Journal: Journal of Heuristics
Authors: , , ,
Keywords: heuristics, programming: branch and bound, decision theory: multiple criteria, programming: constraints
Abstract:

In this paper we propose a general integration scheme for a Multi-Criteria Decision Making model of the Multi-Attribute Utility Theory in Constraint Programming. We introduce the Choquet integral as a general aggregation function for multi-criteria optimization problems and define the Choquet global constraint that propagates this function during the Branch-and-Bound search. Finally the benefits of the propagation of the Choquet constraint are evaluated on the examination timetabling problem.

Reviews

Required fields are marked *. Your email address will not be published.