Listar por autor "Varela, Daniel"
Mostrando ítems 1-3 de 3
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Evolutionary computation methods for protein structure prediction and for the computational modeling of the protein folding process
Varela, Daniel (2019)[Abstract] This thesis was focused on the use of hybrid evolutionary computation methods for the Protein Structure Prediction (PSP) problem, as well as a first attempt to model protein folding with machine learning, using ... -
Evolving Cellular Automata Schemes for Protein Folding Modeling Using the Rosetta Atomic Representation
Varela, Daniel; Santos Reyes, José (Springer, 2022)[Abstract] Protein folding is the dynamic process by which a protein folds into its final native structure. This is different to the traditional problem of the prediction of the final protein structure, since it requires ... -
Niching methods integrated with a differential evolution memetic algorithm for protein structure prediction
Varela, Daniel; Santos Reyes, José (Elsevier, 2022-06)[Abstract]: A memetic version between an evolutionary algorithm (differential evolution) and the local search provided by protein fragment replacements was defined for protein structure prediction. In this problem, it is ...