fm.generate_fm_2additive_convex_withsomeindependent

Generates num 2-additive convex (supermodular) fuzzy measures for n inputs. Some of the interaction indices are set to 0 (independence).

generate_fm_2additive_convex_withsomeindependent

Various tools for handling fuzzy measures, calculating Shapley value and interaction index, Choquet and Sugeno integrals, as well as fitting fuzzy measures to empirical data are provided. Construction of fuzzy measures from empirical data is done by solving a linear programming problem by using 'lpsolve' package, whose source in C adapted to the R environment
is included. The description of the basic theory of fuzzy measures is in the manual in the Doc folder in this package. Please refer to the following:
[1] <https://personal-sites.deakin.edu.au/~gleb/fmtools.html>
[2] G. Beliakov, H. Bustince, T. Calvo, 'A Practical Guide to Averaging', Springer, (2016, ISBN: 978-3-319-24753-3).
[3] G. Beliakov, S. James, J-Z. Wu, 'Discrete Fuzzy Measures', Springer, (2020, ISBN: 978-3-030-15305-2).

Gleb Beliakov

Rfmtool

Fuzzy Measure Tools

Quan Vu

Andrei Kelarev

Michel Berkelaar

Kjell Eikland

Samuel E. Buttrey

Stefan I. Larimore

Timothy A. Davis

John Gilbert

Esmond Ng

Peter Notebaert

Richard Stallman

Jeroen Dirks

Daniela L. Calderon

fm.generate_fm_2additive_convex_withsomeindependent function

<dl> <dt>num</dt>
<dd>Generates num convex random fuzzy measures stored consecutively in cardinality ordering in the array</dd> <dt>n</dt>
<dd>Number of inputs</dd> 
</dl>

Arguments

Gleb Beliakov, Andrei Kelarev, Quan Vu, Daniela L. Calderon, Deakin University

Author

Function for generating 2additive convex fuzzy measures with some independent inputs — fm.generate_fm_2additive_convex_withsomeindependent

<dl>

 <dt>num</dt>
<dd>Generates num convex random fuzzy measures stored consecutively in cardinality ordering in the array</dd>

 <dt>n</dt>
<dd>Number of inputs</dd>

 
</dl>

Function for generating 2additive convex fuzzy measures with some independent inputs

fm.generate_fm_2additive_convex_withsomeindependent: Function for generating 2additive convex fuzzy measures with some independent inputs

Description

Usage

Value

Arguments

Author

Examples