Research Article

A Feature Weighted Fuzzy Clustering Algorithm Based on Multistrategy Grey Wolf Optimization

Table 5

Parameter values for the clustering algorithms.

AlgorithmParameterValue

FCMm1.5
GWOFCMConvergence parameter (a)Linear reduction from 2 to 0
m1.5
Population50
HPSOFCMCognitive and social constant(C1, C2) 0.5, 1.5
Inertia weightLinear reduction from 0.9 to 0.1
Population50
m1.5
WFCMt1.5
m1.5
EWFCMm1.5
μ0.5
SFWFCMp−2
q2
m1.5
MSGWO-WFCMConvergence parameter (a)Nonlinear reduction from 2 to 0
k1
m1.5
Population50
t1.5