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Parallel Bayesian Global Optimization of Expensive Functions

Jialei Wang, Scott Clark, Eric Liu, Peter I. Frazier

2020Operations Research84 citationsDOIOpen Access PDF

Abstract

Large-Scale Parallel Bayesian Optimization

Topics & Concepts

Bayesian optimizationBayesian probabilityComputer scienceScale (ratio)Mathematical optimizationArtificial intelligenceMathematicsPhysicsQuantum mechanicsAdvanced Multi-Objective Optimization AlgorithmsMetaheuristic Optimization Algorithms ResearchAdvanced Bandit Algorithms Research