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✅   A Genetic Algorithms-Based Neural Network Model to Monitor Gibberellic Acid GA3 Fermentation Process by Fusarium fujikuroi

science

A genetic algorithm-optimized neural network (ANN-GA) was developed for real-time monitoring of gibberellin (GA3) production during Fusarium fujikuroi fermentation. This model addresses the limitations of traditional off-line detection methods, such as contamination risks and delayed feedback, by integrating six critical inputs-initial glucose concentration, fermentation time, temperature, pH, dissolved oxygen, and rotational speed-to predict glucose consumption and GA3 synthesis with an...

NCBI     May 09, 2025