as.capacity

as.capacity-methods

as.capacity,set.func-method

as.capacity,card.capacity-method

Creates <b>if possible</b> a new object of the desired class from the old object.

methods

S4 tool box for capacity (or non-additive 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 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 M<f6>bius 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.

Ivan Kojadinovic

kappalab

Non-Additive Measure and Integral Manipulation Functions

as.capacity-methods function

<dl> <dt>object = "set.func" </dt><dd>Returns an object of class <code>capacity</code>.</dd> <dt>object = "card.capacity" </dt><dd>Returns an object of class <code>capacity</code>.</dd> </dl>

as.capacity-methods: Coercion method

Description

Arguments

Methods