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

摘要

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. (C) 2007 Elsevier B.V. All rights reserved.