Role of Feed Forward Neural Networks Coupled with Genetic Algorithm in Capitalizing of Intracellular Alpha-Galactosidase Production by Acinetobacter sp.

Table 4

List of statistical methods used to enhance alpha-galactosidase production in various microorganisms.

Serial number	Organism name	I/E	Type of fermentation	Design	Design variables	Activity U/mL	Reference
1	Streptomyces griseoloalbus	E	Submerged	RSM (Box-Behnken Design)	pH, temperature, inoculum size, inoculum age,; incubation period, agitation speed, carbon source,; yeast extract, MgSO4·7H2O, FeSO4, and salinity	50 U/mL	[23]
2	Streptomyces griseoloalbus	E	Solid-state	RSM	Inoculum size,; moisture, and galactose	117 U/g of Fermented dry substrate of soyabean flour	[25]
3	Aspergillus foetidus ZU-G1	E	Solid-state	RSM	Wheat bran, soybean meal, KH2PO4, MnSO4·H2O, and CuSO4·5H2O	2207.19 U g(−1) dry matter	[26]
4	Aspergillus foetidus ZU-G1	E	Submerged	RSM	Soybean meal, wheat bran, KH2PO4, FeSO4·7H2O, and the medium initial pH	64.75 U/mL	[27]