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Scalable Multi-Objective Optimization

Phd Thesis
Luis Martí
Doctoral dissertation, Universidad Carlos III de Madrid. Madrid, Spain.
Publication year: 2011

MONEDA: Scalable Multi-Objective Optimization with a Neural Network-based Estimation of Distribution Algorithm 

Technical Reports
Luis Martí, Jesús García, Antonio Berlanga, José Manuel Molina
Technical report GIAA2010E002. Colmenarejo, Spain: Grupo de Inteligencia Artificial Aplicada, Universidad Carlos III de Madrid. 
Publication year: 2010

On Current Model-Building Methods for Multi-Objective Estimation of Distribution Algorithms: Shortcomings and Directions for Improvement.

Technical Reports
Martí, L., García, J., Berlanga, A., Coello Coello, C., and Molina, J. M.
Technical report GIAA2010E0021. Colmenarejo, Spain: Grupo de Inteligencia Artificial Aplicada, Universidad Carlos III de Madrid. 
Publication year: 2010

Multi-objective optimization with an adaptive resonance theory-based estimation of distribution algorithm

Journal Papers
Luis Martí, Jesús García, Antonio Berlanga, José Manuel Molina
Annals of Mathematics and Artificial Intelligence, 68 (4): 247–273
Publication year: 2013

MB-GNG: Addressing drawbacks in multi-objective optimization estimation of distribution algorithms

Journal Papers
Luis Martí, Jesús García, Antonio Berlanga, Carlos A. Coello Coello, José Manuel Molina
Operations Research Letters, 39(2):150–154
Publication year: 2011