Multi-objective optimization of germination process parameters of browntop millet (Brachiaria ramosa) grains for improved bioactive compound production using response surface methodology and genetic algorithm approaches | Synapse
March 3, 2026Open Access
Multi-objective optimization of germination process parameters of browntop millet (Brachiaria ramosa) grains for improved bioactive compound production using response surface methodology and genetic algorithm approaches
Key Points
Bioactive compound production is maximized through optimized germination parameters.
A maximum of 35% increase in bioactive compounds was achieved using optimized conditions.
Application of response surface methodology and genetic algorithms guided the experimental design.
Findings support improved agricultural practices for bioactive compound enhancement.