407 citations · 480 across the 5 of their papers we have counts for
3 papers · 1 filter
Comparative study of regression vs pairwise models for surrogate-based heuristic optimisation
Pablo S. Naharro, Pablo Toharia, Antonio LaTorre +1
Heuristic optimisation algorithms explore the search space by sampling solutions, evaluating their fitness, and biasing the search in the direction of promising solutions. However,…
A Tutorial on the Design, Experimentation and Application of Metaheuristic Algorithms to Real-World Optimization Problems
Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser +6
In the last few years, the formulation of real-world optimization problems and their efficient solution via metaheuristic algorithms has been a catalyst for a myriad of research st…
Model calibration using a parallel differential evolution algorithm in computational neuroscience: simulation of stretch induced nerve deficit
Antonio LaTorre, Man Ting Kwong, Julián A. García-Grajales +3
Neuronal damage, in the form of both brain and spinal cord injuries, is one of the major causes of disability and death in young adults worldwide. One way to assess the direct dama…