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

M Grabisch, I Kojadinovic, P Meyer - European journal of operational …, 2008 - Elsevier
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 …

[图书][B] Set functions, games and capacities in decision making

M Grabisch - 2016 - Springer
Set functions are mappings that assign to subsets of a universal set a real number and
appear in many fields of mathematics (pure and applied) and computer sciences …

From decision theory to decision aiding methodology

A Tsoukiàs - European journal of operational research, 2008 - Elsevier
The paper presents the author's partial and personal historical reconstruction of how
decision theory is evolving to a decision aiding methodology. The presentation shows …

Preferences in artificial intelligence

G Pigozzi, A Tsoukias, P Viappiani - Annals of Mathematics and Artificial …, 2016 - Springer
The paper presents a focused survey about the presence and the use of the concept of
“preferences” in Artificial Intelligence. Preferences are a central concept for decision making …

An axiomatic approach to noncompensatory sorting methods in MCDM, I: The case of two categories

D Bouyssou, T Marchant - European Journal of Operational Research, 2007 - Elsevier
In the literature on MCDM, many methods have been proposed in order to sort alternatives
evaluated on several attributes into ordered categories. Most of them were proposed on an …

An axiomatic approach to noncompensatory sorting methods in MCDM, II: More than two categories

D Bouyssou, T Marchant - European Journal of Operational Research, 2007 - Elsevier
A number of recent papers have investigated the foundations of methods allowing to sort
multi-attributed alternatives between several ordered categories. This paper has a similar …

Bipolar and bivariate models in multicriteria decision analysis: Descriptive and constructive approaches

M Grabisch, S Greco, M Pirlot - International Journal of …, 2008 - Wiley Online Library
Multicriteria decision analysis studies decision problems in which the alternatives are
evaluated on several dimensions or viewpoints. In the problems we consider in this article …

Conjoint measurement tools for MCDM: A brief introduction

D Bouyssou, M Pirlot - Multiple criteria decision analysis: State of the art …, 2016 - Springer
This paper offers a brief and nontechnical introduction to the use of conjoint measurement in
multiple criteria decision making. The emphasis is on the, central, additive value function …

The multilinear model in multicriteria decision making: The case of 2-additive capacities and contributions to parameter identification

GD Pelegrina, LT Duarte, M Grabisch… - European Journal of …, 2020 - Elsevier
In several multicriteria decision making problems, it is important to consider interactions
among criteria in order to satisfy the preference relations provided by the decision maker …

A characterization of concordance relations

D Bouyssou, M Pirlot - European Journal of Operational Research, 2005 - Elsevier
The notion of concordance is central to many multiple criteria techniques relying on ordinal
information, eg outranking methods. It leads to compare alternatives by pairs on the basis of …