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Comparison of ordinal and metric gaussian process regression as surrogate models for CMA evolution strategy.
Zbynek Pitra
Lukás Bajer
Jakub Repický
Martin Holena
Published in:
GECCO (Companion) (2017)
Keyphrases
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gaussian process regression
evolution strategy
evolutionary algorithm
gaussian processes
differential evolution
gaussian process
covariance function
cma es
genetic algorithm
step size
multi objective
multi class
semi supervised
optimization methods
metric learning