A review of methods for capacity identification in Choquet integral based multi-attribute utility theory: Applications of the Kappalab R package
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- handle: 10670/1.9d24p7
- halshs: halshs-00187175
- doi: 10.1016/j.ejor.2007.02.025
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info:eu-repo/semantics/altIdentifier/doi/10.1016/j.ejor.2007.02.025
info:eu-repo/semantics/OpenAccess
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Multi-criteria decision aiding Multi-attribute utility theory Choquet integral Free softwareSujets proches
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Michel Grabisch et al., « A review of methods for capacity identification in Choquet integral based multi-attribute utility theory: Applications of the Kappalab R package », HAL-SHS : économie et finance, ID : 10.1016/j.ejor.2007.02.025
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Résumé
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.