A Taxonomy for Metamodeling Methods for Evolutionary Multi-Objective Optimization
IEEE Transactions on Evolutionary Computation, 23(1): 104–116, 2019
Publications
7 publications
2019
2017
Classifying Metamodeling Methods for Evolutionary Multi-objective Optimization: First Results
9th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2017), Münster, Germany, pp. 160–175, 2017
Comparison of metamodeling techniques in evolutionary algorithms
Soft Computing, 21(19): 5647–5663, 2017
2016
A Review of Surrogate Assisted Multiobjective Evolutionary Algorithms
Computational Intelligence and Neuroscience, 2016, 2016
2012
A Surrogate-Based Intelligent Variation Operator for Multiobjective Optimization
In Jin-Kao Hao and Pierrick Legrand and Pierre Collet and Nicolas Monmarche and Evelyne Lutton and Marc Schoenauer (ed.): Artificial Evolution, 10th International Conference, Evolution Artificielle, EA 2011, Springer. Lecture Notes in Computer Science Vol. 7401: 13–24, 2012
2011
A study of surrogate models for their use in multiobjective evolutionary algorithms
In 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, 2011
On the Selection of Surrogate Models in Evolutionary Optimization Algorithms
In 2011 IEEE Congress on Evolutionary Computation (CEC’2011), 2011