S4 tool box for capacity (or nonadditive measure, fuzzy measure) and integral manipulation in 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 nonadditive 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 wellknown Mbius 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 based on parametric entropies. The functions contained in Kappalab can for instance be used in the framework of multicriteria decision making or cooperative game theory.
Package details 


Author  Michel Grabisch, Ivan Kojadinovic, Patrick Meyer. 
Maintainer  Ivan Kojadinovic <[email protected]> 
License  CeCILL 
Version  0.47 
Package repository  View on CRAN 
Installation 
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