Hyperparameter Optimization: Comparing Genetic Algorithm against Grid Search and Bayesian Optimization

Hussain Alibrahim, Simone A. Ludwig. Hyperparameter Optimization: Comparing Genetic Algorithm against Grid Search and Bayesian Optimization. In IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021. pages 1551-1559, IEEE, 2021. [doi]

@inproceedings{AlibrahimL21,
  title = {Hyperparameter Optimization: Comparing Genetic Algorithm against Grid Search and Bayesian Optimization},
  author = {Hussain Alibrahim and Simone A. Ludwig},
  year = {2021},
  doi = {10.1109/CEC45853.2021.9504761},
  url = {https://doi.org/10.1109/CEC45853.2021.9504761},
  researchr = {https://researchr.org/publication/AlibrahimL21},
  cites = {0},
  citedby = {0},
  pages = {1551-1559},
  booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021},
  publisher = {IEEE},
  isbn = {978-1-7281-8393-0},
}