Package: kappalab
Version: 0.4-6
Date: 2012-05-04
Title: Non-additive measure and integral manipulation functions
Author: Michel Grabisch, Ivan Kojadinovic, Patrick Meyer.
Maintainer: Ivan Kojadinovic <ivan.kojadinovic@univ-pau.fr>
Description: Kappalab, which stands for "laboratory for capacities", is
        an S4 tool box for capacity (or non-additive measure, fuzzy
        measure) and integral manipulation on a finite setting. It
        contains routines for handling various types of set functions
        such as games or capacities. It can be used to compute several
        non-additive integrals: the Choquet integral, the Sugeno
        integral, and the symmetric and asymmetric Choquet integrals.
        An analysis of capacities in terms of decision behavior can be
        performed through the computation of various indices such as
        the Shapley value, the interaction index, the orness degree,
        etc. The well-known Möbius transform, as well as other
        equivalent representations of set functions can also be
        computed. Kappalab further contains seven capacity
        identification routines: three least squares based approaches,
        a method based on linear programming, a maximum entropy like
        method based on variance minimization, a minimum distance
        approach and an unsupervised approach grounded on parametric
        entropies. The functions contained in Kappalab can for instance
        be used in the framework of multicriteria decision making or
        cooperative game theory.
Depends: R(>= 2.1.0), methods, lpSolve, quadprog, kernlab
Encoding: latin1
License: CeCILL
Packaged: 2012-05-04 08:55:53 UTC; ikojadin
Repository: CRAN
Date/Publication: 2012-05-04 09:37:47