Adaptive Neurofuzzy Inference System-Based Pollution Severity Prediction of Polymeric Insulators in Power Transmission Lines

Table 4

Summary of general specifications of the used architecture.

Adaptive FIS type	Adaptive architecture	Algorithmic learning structure	Partition of spaces	Required initial knowledge	Structural change	Extracted knowledge type
ANFIS	Multilayer feed-forward network	Hybrid: supervised (gradient descent)	Adaptive fuzzy grid	Numerical data	No	If-then fuzzy rules