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Surrogate model
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Mgr. Lukáš Bajer Ph.D.
External academic staff at Faculty of Mathematics and Physics
15 publications
Publications
publication
Testing Gaussian Process Surrogates on CEC'2013 multi-modal benchmark
2016 |
Faculty of Mathematics and Physics
publication
Traditional Gaussian Process Surrogates in the BBOB Framework
2016 |
Faculty of Mathematics and Physics
publication
Doubly Trained Evolution Control for the Surrogate CMA-ES
2016 |
Faculty of Mathematics and Physics
publication
Benchmarking Gaussian Processes and Random Forests Surrogate Models on the BBOB Noiseless Testbed
2015 |
Faculty of Mathematics and Physics
publication
Investigation of Gaussian Processes and Random Forests As Surrogate Models for Evolutionary Black-Box Optimization
2015 |
Faculty of Mathematics and Physics
publication
Towards Low-dimensional Gaussian Process Metamodels for CMA-ES
2014 |
Faculty of Mathematics and Physics
publication
Surrogate Model for Mixed-Variables Evolutionary Optimization Based on GLM and RBF Networks
2013 |
Faculty of Mathematics and Physics
publication
RBF-based surrogate model for evolutionary optimization
2012 |
Faculty of Mathematics and Physics
publication
Towards Surrogate Assisted Estimation of Distribution Algorithms
2012 |
Faculty of Mathematics and Physics
publication
Surrogate Model for Continuous and Discrete Genetic Optimization Based on RBF Networks
2010 |
Faculty of Mathematics and Physics
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