anyoptimization / pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
https://pymoo.org
Apache License 2.0
2.12k stars 372 forks source link

Hello, can hyperparameter optimization be done for multi-objective problems? #571

Open niurencheng opened 4 months ago

niurencheng commented 4 months ago

Hello, can hyperparameter optimization be done for multi-objective problems?

blankjul commented 3 months ago

I would like to call out the pymoo has not been designed for hyperparameter optimization. However, you can use the example for mixed variables: https://pymoo.org/customization/mixed.html