Article ID: | iaor20101528 |
Volume: | 175 |
Issue: | 1 |
Start Page Number: | 247 |
End Page Number: | 286 |
Publication Date: | Mar 2010 |
Journal: | Annals of Operations Research |
Authors: | Grabisch Michel, Labreuche Christophe |
The main advances regarding the use of the Choquet and Sugeno integrals in multi-criteria decision aid over the last decade are reviewed. They concern mainly a bipolar extension of both the Choquet integral and the Sugeno integral, interesting particular submodels, new learning techniques, a better interpretation of the models and a better use of the Choquet integral in multi-criteria decision aid. Parallel to these theoretical works, the Choquet integral has been applied to many new fields, and several softwares and libraries dedicated to this model have been developed.