Carlos Echegoyen

<b>Mateda-2.0</b>: A<i>MATLAB</i>Package for the Implementation and Analysis of Estimation of Distribution Algorithms

Roberto Santana, Carlos Echegoyen, Alexander Mendiburu et al. · Journal of Statistical Software · 2010 · 41 citations · Full text

Numerical Analysis, Operations Research, Search Optimization +15

Exact Bayesian network learning in estimation of distribution algorithms

Carlos Echegoyen, José A. Lozano, Roberto Santana et al. · 2007 · 38 citations · Full text

Bayesian Statistic, Engineering, Machine Learning +18

Toward Understanding EDAs Based on Bayesian Networks Through a Quantitative Analysis

Carlos Echegoyen, Alexander Mendiburu, Roberto Santana et al. · IEEE Transactions on Evolutionary Computation · 2011 · 25 citations

Bayesian Statistic, Engineering, Bayesian Inference +22

On the limits of effectiveness in estimation of distribution algorithms

Carlos Echegoyen, Qingfu Zhang, Alexander Mendiburu et al. · 2011 · 19 citations

Mathematical Programming, Engineering, Machine Learning +17

On the Taxonomy of Optimization Problems Under Estimation of Distribution Algorithms

Carlos Echegoyen, Alexander Mendiburu, Roberto Santana et al. · Evolutionary Computation · 2012 · 17 citations

Mathematical Programming, Large-scale Global Optimization, Engineering +20