Contribution of Probabilistic Structured Grammatical Evolution to efficient exploration of the search space. A case study in glucose prediction
Jessica Mégane, Nuno Lourenço, José Ignacio Hidalgo, Penousal Machado · Proceedings of the Genetic and Evolutionary Computation Conference · 2025
People with Type 1 diabetes need to predict their blood glucose levels regularly to keep them within a safe range. Accurate predictions help prevent short-term issues like hypoglycemia and reduce the risk of long-term complications. Evolutionary algorithms have shown potential for this task by generating reliable models for glucose prediction.