
150 Artificial Bee Colony Optimization
Table 7.2: ABC applications and the corresponding fitness function (continued)
Application
Name
Fitness function Sample
References
Initialize Fuzzy
system training
Clustering using fuzzy C-means [51, 63]
Train least
squares support
vector machine
Find optimal neural weights maximizing
neural performance
[60]
Power system sta-
bilizer
Improve the system performance and en-
hance power system stability
[64]
Feature Selection Maximizing the performance of rough set [62, 65,66]
Data clustering Optimal partition of data point with guid-
ance of Debs rules
[67]
PID controller de-
sign
Goal is to improve the Automatic Voltage
Regulator system ...