memTP: Trapezoidal membership function

In ipsfs: Intuitionistic, Pythagorean, and Spherical Fuzzy Similarity Measure

Trapezoidal membership function

Description

Trapezoidal membership function with leftfooting, leftshoulder, rightshoulder, rightfooting, and data set

Usage

memTP(a, b, c, d, x)

Arguments

a	Leftfooting value of the data set x
b	Leftshoulder value of the data set x
c	Rightshoulder value of the data set x
d	Rightfooting value of the data set x
x	A data set in the form of document-term matrix

Value

Trapezoidal membership values for the input data set x.

Examples

x<-matrix(c(12,9,14,11,21,16,15,24,20,17,14,11),nrow=4)
a<-leftfootfinding(x,5)
mid<-midvalue(x)
b<-leftshoulderfinding(2.5,mid)
c<-rightshoulderfinding(mid,2.5)
d<-rightfootfinding(x,5)
memTP(a,b,c,d,x)
#       [,1]      [,2]      [,3]
#[1,] 0.5000000 0.6666667 0.8333333
#[2,] 0.7272727 0.8888889 0.6666667
#[3,] 1.0000000 1.0000000 1.0000000
#[4,] 0.2000000 0.2000000 0.2000000

ipsfs documentation built on June 21, 2022, 5:07 p.m.