@inbook{b0b1b5c1c5614c2faaf4f22ec4281414,
title = "SMAA-choquet: stochastic multicriteria acceptability analysis for the choquet integral",
abstract = "In this paper, we extend the Choquet integral decision model in the same spirit of the Stochastic Multicriteria Acceptability Analysis (SMAA) method that takes into account a probability distribution over the preference parameters of multiple criteria decision methods. In order to enrich the set of parameters (the capacities) compatible with the DM's preference information on the importance of criteria and interaction between couples of criteria, we put together Choquet integral with SMAA. The sampling of the compatible preference parameters (the capacities) is obtained by a Hit-and-Run procedure. Finally, we evaluate a set of capacities contributing to the evaluation of the rank acceptability indices and of the central preference parameters as done in the SMAA methods.",
author = "S. Angilella and S. Corrente and Salvatore Greco",
year = "2012",
doi = "10.1007/978-3-642-31724-8_26",
language = "English",
isbn = "9783642317231",
volume = "300",
series = "Communications in computer and information science",
publisher = "Springer",
number = "300",
pages = "248--257",
editor = "Salvatore Greco and B. Bouchon-Meunier and G. Coletti and M. Fedrizzi and B. Matarazzo and R. Yager",
booktitle = "Advances on computational intelligence: 14th international conference on information processing and management of uncertainty in knowledge-based systems, proceedings, part 4",
edition = "300",
}