Research Article

Bioinspired Computational Approach to Missing Value Estimation

Table 9

Major function names of the comparative algorithms.

Function nameCallsTotal_time (s)Self_ time (seconds (s))

WSAMP algorithm
f2WSAMPnew>fnc_fitness_mae1725171.2981.298
f1WSAMPnew>main114.42612.993
Mean86259

Firefly algorithm
f2fireflyApproachnew>fnc_fitness_MAE45220.0180.018
f3fireflyApproachnew>ffa_move5000.4150.404
f4fireflyApproachnew>findrange5000.0110.011
f5fireflyApproachnew>newalpha5000.0020.002
f1fireflyApproachnew>main147.81129.291
f6fireflyApproachnew>init_fireflyalg10.0010.001
Mean1004

KSA algorithm
f2KSAapproachnew>fnc_fitness_MAE230460.0940.094
f3KSAapproachnew>fnchalflife5000.0020.002
f4KSAapproachnew>fncbobbing5000.0110.011
f1KSAapproachnew>main11.3291.036
Mean6011.8

BAT algorithm
f2BATApproachnew>fnc_fitness_MAE230460.1010.101
f3BATApproachnew>simplebounds230000.3170.317
f1BATApproachnew>main11.3530.718
Mean15349