Research Article

[Retracted] Taxonomy of Adaptive Neuro-Fuzzy Inference System in Modern Engineering Sciences

Table 1

Advantages and disadvantages of ANFIS.

AdvantagesDisadvantages

Captures nonlinearity of a processSelecting type and number of membership functions
Automatic adaptation capabilityLocation of a membership function
Rapid learning capacityCurse of dimensionality
High generalization capabilityInterpretability-accuracy trade-off
High flexibility allows many variantsHigh computational cost