2 papers
cs.NE2020
MATE: A Model-based Algorithm Tuning Engine
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung +3
In this paper, we introduce a Model-based Algorithm Turning Engine, namely MATE, where the parameters of an algorithm are represented as expressions of the features of a target opt…
cs.LG2019
On resampling vs. adjusting probabilistic graphical models in estimation of distribution algorithms
Mohamed El Yafrani, Marcella S. R. Martins, Myriam R. B. S. Delgado +3
The Bayesian Optimisation Algorithm (BOA) is an Estimation of Distribution Algorithm (EDA) that uses a Bayesian network as probabilistic graphical model (PGM). Determining the opti…