Comparing Individual Representations in Grammar-Guided Genetic Programming for Glucose Prediction in People with Diabetes

Leon Ingelse, José Ignacio Hidalgo, J. Manuel Colmenar, Nuno Lourenço, Alcides Fonseca
July, 2023
Cite DOI
Type
Conference paper
Publication
Proceedings of the Companion Conference on Genetic and Evolutionary Computation
J. Manuel Colmenar
J. Manuel Colmenar
Full Professor

My research interests are focused on metaheuristics applied to optimization problems. I have worked on different combinatorial optimization problems applying trajectorial algorithms such us GRASP or VNS. Besides, I am very interested in applications of Grammatical Evolution, specifically in model and prediction domain, as alternative to machine learning approaches.