Martínez-Rodríguez, David; Novella Rosa, Ricardo; Bracho Leon, Gabriela; Gómez-Soriano, Josep; Fernandes, Cássio; Lucchini, Tommaso; Della Torre, Augusto; Villanueva Micó, Rafael Jacinto; Hidalgo, J. Ignacio(Elsevier, 2023-08)
[EN] The particle swarm optimization algorithm is primarily inspired by the natural behaviour of swarms
and achieves important results in different applications. However, it is not exempt from stagnation in
local optima ...
Martínez-Rodríguez, David; Colmenar, J. Manuel; Hidalgo, J. Ignacio; Villanueva Micó, Rafael Jacinto; Salcedo-Sanz, Sancho(John Wiley & Sons Ltd, 2020-04)
[EN] Grammatical Swarm is a search and optimization algorithm that belongs to the more general Grammatical Evolution family, which works with a set of solutions called individuals or particles. It uses the Particle Swarm ...
Cervigón, Carlos; Velasco, J. Manuel; Burgos-Simon, Clara; Villanueva Micó, Rafael Jacinto; Hidalgo, J. Ignacio(IEEE, 2021-07-01)
[EN] Type 1 Diabetes patients have to control their blood
glucose levels using insulin therapy. Numerous factors (such as
carbohydrate intake, physical activity, time of day, etc.) greatly
complicate this task. In this ...