State of the Art of Fuzzy Methods for Gene Regulatory Networks Inference

Table 1

Comparison of pure FIS versus ANFIS and ODEs.

Characteristics	Methods
	FIS	ANFIS/ODEs
Characterization of nonlinear systems	Yes	Yes
Automatic training/learning	No	Yes
Reduction of knowledge needed for modeling biological phenomenon	Needs human expert. It is tedious and scarce	Automatically done directly from datasets
Adaptation of output and membership functions from FIS	No adaptation	Automatic adaptation