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.