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expected-improvement

Here are 4 public repositories matching this topic...

Bin-Cao / Bgolearn

A Bayesian global optimization package for material design ｜ Adaptive Learning | Active Learning

material-design materials knowledge-gradient adaptive-learning materials-science materials-informatics active-learning expected-improvement upper-confidence-bound opportunity-cost bayesian-global-optimization predictive-entropy-search mlmd probability-of-improvement least-confidence margin-sampling entropy-based-approach augmented-expected-improvement trail-path bgolearn

Updated Nov 2, 2024
Jupyter Notebook

zhandawei / Efficient_Global_Optimization_Algorithms

standard, parallel, constrained, and multiobjective EGO algorithms

parallel-computing constrained-optimization bayesian-optimization multiobjective-optimization expected-improvement efficient-global-optimization expensive-optimization

Updated Feb 29, 2024
MATLAB

RuwangJiao / CEI

A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization

constrained-optimization surrogate expected-improvement gaussian-process expensive-optimization

Updated May 4, 2023
MATLAB

takasimiz / Intro-Jones01

A reading memo of [Jones, 2001] -- the invention of the Expected Improvement (EI) algorithm

essay expected-improvement efficient-global-optimization

Updated Nov 7, 2017

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