A review of methods for capacity identification in Choquet integral based multi-attribute utility theory: Applications of the Kappalab R package

Michel Grabisch 1 Ivan Kojadinovic 2 Patrick Meyer 3
3 Lab-STICC_TB_CID_DECIDE
Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance
Abstract : The application of multi-attribute utility theory whose aggregation process is based on the Choquet integral requires the prior identification of a capacity. The main approaches to capacity identification proposed in the literature are reviewed and their advantages and inconveniences are discussed. All the reviewed methods have been implemented within the Kappalab R package. Their application is illustrated on a detailed example.
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Michel Grabisch, Ivan Kojadinovic, Patrick Meyer. A review of methods for capacity identification in Choquet integral based multi-attribute utility theory: Applications of the Kappalab R package. European Journal of Operational Research, Elsevier, 2008, 186 (2), pp.766-785. ⟨10.1016/j.ejor.2007.02.025⟩. ⟨halshs-00187175⟩

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