Optimization of ultrasound-assisted extraction of bioactive compounds from Carthamus caeruleus L. rhizome: Integrating central composite design, Gaussian process regression, and multi-objective Grey Wolf optimization approaches
Hamza Moussa, Farid Dahmoune, Sabrina Lekmine, Amal Mameri, Hichem Tahraoui, Sarah Hamid, Nourelimane Benzitoune, Nassim Moula, Jie Zhang, Abdeltif Amrane
Topics & Concepts
RhizomeCarthamusCentral composite designExtraction (chemistry)RegressionKrigingComposite numberGaussian processProcess (computing)Computer scienceGaussianStatisticsMathematicsChemistryChromatographyBiologyResponse surface methodologyTraditional medicineBotanyMedicineAlgorithmOperating systemComputational chemistrySpectroscopy and Chemometric AnalysesField-Flow Fractionation TechniquesSpectroscopy Techniques in Biomedical and Chemical Research