GitHub - zhandawei/Expected_Coordinate_Improvement: Expected Coordinate Improvement for High-Dimensional Bayesian Optimization

ECI_BO.m is the Matlab code of the expected coordinate improvement approach.

main_ECI_BO.py is the BoTorch implememtation of the expected coordiante improvement approach.

reference

[1] Dawei Zhan. Expected Coordinate Improvement for High-dimensional Bayesian Optimization. Swarm and Evolutionary Computation, 2024, 91: 101745.

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
__pycache__		__pycache__
.gitattributes		.gitattributes
ECI_BO.m		ECI_BO.m
Ellipsoid.m		Ellipsoid.m
GP_predict.m		GP_predict.m
GP_train.m		GP_train.m
Infill_ECI.m		Infill_ECI.m
Optimizer_GA.m		Optimizer_GA.m
README.md		README.md
Rosenbrock.m		Rosenbrock.m
expected_coordinate_improvement.py		expected_coordinate_improvement.py
main_ECI_BO.py		main_ECI_BO.py