Research Article

Interval Type-2 Recurrent Fuzzy Neural System for Nonlinear Systems Control Using Stable Simultaneous Perturbation Stochastic Approximation Algorithm

Table 3

Comparison results of using optimal learning step length (number of epochs that MSE decreases in 100 epochs, 10 independent runs).

Number of epochsIT2RFNS-AIT2RFNS-A with optimal

Worst3868
Average3689
Best5598

Total epochs100