Researchers optimized the production of amylase by Bacillus bacteria using fermentation methods. They found that the highest enzyme production occurred after 72 hours of incubation. By adjusting factors like pH, time, and temperature, they determined the best conditions for enzyme production. Both solid state and submerged fermentation methods were used, with solid state fermentation proving to be more cost-effective for enzyme production.