2 papers
cs.NE2021
PAMELI: A Meta-Algorithm for Computationally Expensive Multi-Objective Optimization Problems
Santiago Cuervo, Miguel Melgarejo, Angie Blanco-Cañon +2
We present an algorithm for multi-objective optimization of computationally expensive problems. The proposed algorithm is based on solving a set of surrogate problems defined by mo…
astro-ph.SR2017
Tuning up Fuzzy Inference Systems by using optimization algorithms for the classification of solar flares
Liz Angélica Ramos Medina, Alex Francisco Bustos Pinzón, Miguel A. Melgarejo +1
In this work we describe the implementation and analysis of different optimization algorithms used for finding the best set of parameters for a Fuzzy Inference System intended to c…