Open Access

Table 2

Parameters of the CHPSO-ANFIS training functions using the CHPSO method.

Parameter Value
(Initial FIS) minimum value of influence radius 0.7
(Initial FIS) maximum value of influence radius 1
(Initial FIS) maximum number of GA iterations 20
(Initial FIS) number of GA initial population 30
(Hybrid) Training epoch number 10
(Hybrid) training error goal 0
(Hybrid) initial step size 0.01
(Hybrid) step size decrease rate 0.9
(Hybrid) step size increase rate 1.1
(Hybrid) number of each steps for the hybrid training 3
(PSO) Training epoch number 200
(PSO) number of initial population 100
(PSO) number of each steps for the PSO optimization training 1
(Conjugate) number of Stages 50

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