A decade of application of the Choquet and Sugeno integrals in multi-criteria decision aid
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.
|Date of creation:||Mar 2010|
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- Christophe Labreuche & Michel Grabisch, 2007. "The representation of conditional relative importance between criteria," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00187184, HAL.
- Christophe Labreuche & Michel Grabisch, 2006.
"Generalized Choquet-like aggregation functions for handling bipolar scales,"
Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers)
- Labreuche, Christophe & Grabisch, Michel, 2006. "Generalized Choquet-like aggregation functions for handling bipolar scales," European Journal of Operational Research, Elsevier, vol. 172(3), pages 931-955, August.
- Christophe Labreuche & Michel Grabisch, 2003. "The Choquet integral for the aggregation of interval scales in multicriteria decision making," Post-Print hal-00272090, HAL.
- Michel Grabisch & Eric Raufaste, 2008. "An empirical study of statistical properties of Choquet and Sugeno integrals," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00445168, HAL.
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